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Optimizing quality of information in RAw MAterial data collection across Europe

D3.2 Serving aggregated data

Title of the project: Optimizing quality of information in RAw MAterial data collection across Europe - ORAMA

Grant Agreement number: 776517

Funding Scheme: H2020 – SC5-15-2017 – CSA

Start date: 01.12.2017

Duration: 24 months

Document title: Serving aggregated data

Work Package: Work Package 3

Author (s): Šinigoj J., Kumelj Š., Vihtelič A. (GeoZS), Cassard D. (BRGM), Heijboer T., Schjøth F. (GEUS), Brown T. (BGS)

Date of delivery: 31.10.2019

Dissemination level: PU/PP/RE/CO1

Reviewed by: Mikkola P. (GTK)

Status of the document: Final

Document location: Tiimeri: Documents / WP3 /

Project website: http://www.orama-h2020.eu

1 PU=public, PP= Restricted to other programme participants (including the Commission Services), RE= Restricted to a group specified by the consortium (including the Commission Services), CO= Confidential, only for members of the consortium (including the Commission Services)

Funded by the E uropean Union

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Publishable abstract

The European Commission needs reliable statistics of commodity reserves and resources at a country level to create reliable mineral resource policies and forecasts. The M4EU database can store commodity reserve and resource data of individual/single mineral/ore deposits but (i) only 7% deposits have resources data and less as 5% have reserves data (Cassard et al., 2019), (ii) values are not harmonized and (iii) not all EU countries provide data to the M4EU database. Therefore, currently it is not possible to accurately aggregate or sum up every deposit that contains a certain commodity in a certain country from the M4EU database.

When the e-Minerals Yearbook (e-MYB) was developed in the frame of the Minerals4EU EU-FP7 project, BGS compiled the data, which subsequently was made available on a Web platform developed by BRGM (Cassard et al., 2014). Since then the e-MYB has not been updated. Therefore, it is proposed in ORAMA to create a system that partially automates creating and updating the e-MYB with countrywide aggregated data, which has been demonstrated in the T3.2. The system framework will be used in the new GeoERA Mintell4EU project.

The data flow from harvesting of aggregated data at national level to the checking/harmonization/blending with external data by BGS and to the diffusion by the M4EU portal has been set up. Two methods of encoding this type of information have been identified (ERML/ERML-Lite and O&M) and evaluated. The group of experts gathered in Ljubljana (Nov. 2018) suggested to use the ERML model of encoding this type of information over O&M. The ERML model is well known from providers and it is therefore expected to be easier to use. A separate schema based on ERML model has been developed by extending the Minerals4EU MineralProducingCountry feature class that was adapted from the EuroGeoSource project and fitted into the M4EU model with following properties: (i) Exploration (number of active licences, number of licences issued, number of companies exploring, the area covered by exploration licences, the amount of expenditure incurred), (ii) Trade (non-harvested data, provided by BGS for diffusion - import and export data), and (iii) Mineral-based waste flows published by Eurostat.

A new e-MYB data model has been used for designing a harvesting database for data aggregated at national level. In practice, this database has been stored in the same database management system, side by side with the existing Minerals4EU Harvesting DB, as several schemas and tables can be stored in the same database.

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Table of contents

Publishable abstract ................................................................................................................................ 2 Table of contents ..................................................................................................................................... 3 List of tables ............................................................................................................................................. 3 List of illustrations .................................................................................................................................... 3 Purpose ................................................................................................................................................... 4 Glossary of key-terms used in Work Package 3 ..................................................................................... 5 1 The M4EU/ORAMA/e-MYB data model .......................................................................................... 9 2 Data flow of aggregated mineral reserves, resources, exploration and trade data ...................... 13

2.1 Reserves, resources and exploration data providers ............................................................ 14 National providers of Web services ............................................................................... 14 The Harvesting database ............................................................................................... 16 Delivery of harvested data to BGS ................................................................................ 18

2.2 Storage, control and harmonisation of data by BGS ............................................................. 18 2.3 Transfer of validated data to the Diffusion DB at BRGM ....................................................... 18

3 Synthesis of actions for serving aggregated data ......................................................................... 20 References ............................................................................................................................................ 21 Appendix 1 : Data provider’s examples of XML encoding for aggregated data .................................... 22 Appendix 2 : Example of BGS XML encoding for aggregated data ...................................................... 23 Appendix 3 : Mapping between the ERML / INSPIRE / e-MYB Commodity code lists ......................... 24 Appendix 4 : e-MYB Commodity code lists ........................................................................................... 30

List of tables

Table 1: e-MYB recommended Open Source Tool Stack ..................................................................... 16 Table 2: Mapping between the ERML / INSPIRE / e-MYB Commodity code lists ................................ 24 Table 3: e-MYB Commodity code lists .................................................................................................. 30

List of illustrations

Figure 1. Primary Commodities, commodity measures and exploration. ................................................ 9 Figure 2. Simple feature for collecting the types of waste and wasteflow in a given country and year. 10 Figure 3. Implementation of the PrimaryCommodityAggregatedStatistics feature in Postgres ............ 11 Figure 4. Implementation of the CountryWaste feature in a relational database with codelists. Datatypes are postgres datatypes. ......................................................................................................................... 12 Figure 5 - The e-Minerals Yearbook feeding data flow. ........................................................................ 13 Figure 6 - The different stages from the UML data model to the setup of a Web feature service (WFS). ............................................................................................................................................................... 14 Figure 7 - Harvesting system architecture. ............................................................................................ 17 Figure 8 - BGS Web service for e-MYB................................................................................................. 19

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Purpose Considering that the INSPIRE MR and M4EU data models were not really designed for dealing with aggregated data related to reserves and resources at EU level, the objective of the ORAMA-WP3 task 3.2 was to demonstrate the applicability of recommendations of WP1 for aggregated statistical data on primary resources at national level. Based on T3.1 harmonization rules the harvesting procedure for aggregated datasets and rules for their management inside the Central Harvesting Database have been set up. The process for partial automatic update of the e-Minerals Yearbook has been set up and demonstrated. This report provides an overview of the data model and data flow from the harvesting of aggregated data at national level to the checking/harmonization/blending with external data by BGS and to the diffusion by the M4EU portal.

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Glossary of key-terms used in Work Package 3 API: an Application Programming Interface is a set of functions and procedures allowing the creation of applications that access the features or data of an operating system, application, or other service. Catalogue services support the ability to publish and search collections of descriptive information (metadata) for data, services, and related information objects. Metadata in catalogues represent resource characteristics that can be queried and presented for evaluation and further processing by both people and software. Catalogue services on the Web (CSW or CS-W) are required to support the discovery and binding to registered information resources within an information community. (OGC definition: http://www.opengeospatial.org/standards/cat). CORS: Cross-origin resource sharing is a mechanism that allows restricted resources on a Web page to be requested from another domain outside the domain from which the first resource was served. A Web page may freely embed cross-origin images, stylesheets, scripts, iframes, and videos. Certain "cross-domain" requests, notably Ajax requests, are forbidden by default by the same-origin security policy. CORS defines a way in which a browser and server can interact to determine whether or not it is safe to allow the cross-origin request. It allows for more freedom and functionality than purely same-origin requests but is more secure than simply allowing all cross-origin requests. Data model: A data model organizes data elements and standardizes how the data elements relate to one another. The ‘EURare – Minerals4EU’ data model, as well as the INSPIRE MR data model, is an entity-relationship model (ERM). This is an abstract conceptual data model (or semantic data model) used in software engineering to represent structured data. This model is transformed into a relational model, which in turn generates a relational database. These conceptual entity/relationship models are developed using UML Class Diagram notation. Thus, data models describe the structure, manipulation and integrity aspects of the data stored in data management systems such as relational databases. They typically do not describe unstructured data, such as word processing documents, e-mail messages, pictures, digital audio, and video. Diffusion database: The role of the (Central) Diffusion Database (DB) is to provide the portal with data. These data are sent to the portal using Web services (WFS, JSON). In order to speed the process, the structure of the Diffusion DB is optimized for diffusion. This means that its structure does not follow exactly the data model which has been 'flattened' or simplified without altering the data. For this project, the (Central) Diffusion DB is hosted by BRGM in France. At the origin – before the addition of specific tables used for optimization – the Diffusion DB is an exact copy of the Harvesting DB made by using SQL scripts. Distributed architecture means that the data served by the platform is regularly uploaded from data providers (national data provider or EU provider…) through a 'harvesting' system using Web services. Data is sent to a central database (DB) (composed of two distinct DBs, one being dedicated to harvesting, the other one to diffusion) which only acts as caching mechanisms. The central database is used to minimize the drawbacks of a purely distributed architecture: a user of the system may search for occurrences of commodities throughout Europe; in case all

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information is available on distributed servers, such a query will have to be executed at every data provider, resulting in a high risk of low performance. Therefore, the data is stored centralized to act as an optimized search index. It also reduces the risk of having inaccurate results if local services are down or temporarily unreachable. e-MYB: electronic version of the BGS’ Minerals Yearbook ERML or EarthResourceML data model: This is the 'international – world-wide' fully compliant version of the INSPIRE MR data model (http://www.earthresourceml.org/). This data model is managed by the IUGS/CGI/ERMLWG and used in Europe, North America and Australia. ETL: Extract, Transform and Load process in database management that performs data extraction from homogeneous or heterogeneous data sources; data transformation for storing in the proper format or structure for the purpose of querying and analysis; and data loading into the final target. EU-MKDP: the European Union Minerals Knowledge Data Platform developed in the frame of the EU-FP7 Minerals4EU project. The IKMS (the EURare’s Integrated Knowledge Management System) and the EU-MKDP are based on the same architecture and share numerous components. EU-UMKDP: the European Union Urban Mine Knowledge Data Platform developed in the frame of the H2020 ProSUM project, and which deals with WEEE, ELV and BATT, and also with mining wastes (MW). This platform communicates with the EU-MKDP through Web services (mostly WFS & WMS). EU-RMICP: The European Union Raw Materials Information Capacity Platform developed in the of the H2020 MICA project. This Platform lays the foundation of a modern expert system for the raw materials domain with notably an ontology-based Dynamic Decision Graph and a database of methods and tools used in mineral intelligence, in geology, mining… In practice, the system must be capable of bringing relevant ‘answers’ of the type 'how to proceed for…' on almost any question relative to mineral resources, on the whole supply chain, since the prospecting until the recycling, considering the environmental, political and social dimensions. GeoSciML: The GeoSciML data model is an XML–based (conversion of a UML package) data transfer standard for the exchange of digital geoscientific information. It accommodates the representation and description of features typically found on geological maps, as well as being extensible to other geoscience data such as drilling, sampling, and analytical data (see: http://www.geosciml.org/). GML: The Geography Markup Language (GML) is an XML grammar for expressing geographical features. GML serves as a modelling language for geographic systems as well as an open interchange format for geographic transactions on the Internet (see: http://www.opengeospatial.org/standards/gml). Harvesting system: The Minerals4EU (Central) Harvesting System including the database periodically refreshes the information available about mineral resources by requesting data from the data providers using INSPIRE compliant Web services (WFS). This DB is structured

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in such a way that a large part exactly reflects the INSPIRE Mineral Resources (MR) data model, but it also includes the ProSUM mining waste modifications. During the harvesting phase the data that is received is checked whether codelists conform to the INSPIRE registry code list values and other data have the correct format (e.g., dates, numbers…). The Minerals4EU Harvesting DB is hosted by the Geological Survey of Slovenia (GeoZS) and connected to the Diffusion DB using SQL scripts. This Harvesting DB delivers data related to primary mineral resources and mining wastes. The ProSUM Harvesting DB has been built using the ProSUM Unified data model, and is dedicated to the urban mine (WEEE, ELV & BATT). It is hosted by the Geological Survey of Denmark and Greenland (GEUS) and data is currently extracted from Excel sheets that have a standardized format (portrayals) provided by the different ProSUM work packages. IKMS: The Integrated Knowledge Management System for REE developed in the frame of the EURare EU-FP7 project. This sytem is based on the same architecture as the EU-MKDP (see above) with which it shares numerous components. INSPIRE: The INSPIRE directive lays down a general framework for a Spatial Data Infrastructure (SDI) for the purposes of European Community environmental policies or activities which may have an impact on the environment. The INSPIRE Directive entered into force on 15 May 2007. INSPIRE is based on the infrastructures for spatial information established and operated by the Member States of the European Union. The directive addresses 34 spatial data themes needed for environmental applications, among which Mineral Resources and Geology. To ensure that the spatial data infrastructures of the Member States are compatible and usable in a community and transboundary context, the INSPIRE Directive requires that additional legislation or common Implementing Rules (IR) are adopted for a number of specific areas (metadata, interoperability of spatial data sets and services, network services, data and service sharing and monitoring and reporting). These are published either as Commission Regulations or as Decisions. See: http://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:32007L0002&from=EN INSPIRE MR data model: This is the European approved data model for mineral resources (MR), including both primary and secondary (i.e., Mining wastes) resources. However, mining wastes do not belong to the core part of this data model, being only an extension. One objective of the ProSUM project is to improve and extend the mining wastes part of the INSPIRE MR data model. (http://inspire.ec.europa.eu/documents/Data_Specifications/INSPIRE_DataSpecification_MR_v3.0.pdf). The mineral resources data model used in ProSUM is the M4EU data model (Minerals4EU project) directly derived (with GeoSciML extensions for geology) from the INSPIRE MR data model. JSON (JavaScript Object Notation) is a data-interchange format. Although not a strict subset, JSON closely resembles a subset of JavaScript syntax. Though many programming languages support JSON, JSON is especially useful for JavaScript-based apps, including websites and browser extensions. M4EU: Abbreviation for Minerals4EU. Used only for the data model, the database model and the database, not for the project itself.

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Modal: In user interface design for computer applications, a modal window is a graphical control element subordinate to an application's main window. It creates a mode that disables the main window but keeps it visible with the modal window as a child window in front of it. Users must interact with the modal window before they can return to the parent application. This avoids interrupting the workflow on the main window. Modal windows are sometimes called heavy windows or modal dialogs because they often display a dialog box. RMIS: The Raw Materials Information System is currently developed by the EC Directorate General Joint Research Center (DG JRC), located in Ispra, Italy. The RMIS is a comprehensive online repository of information on policies, activities and data related to the European raw materials sector. It supports a series of European Commission initiatives which aim to tackle the pressure on valuable resources and their more efficient use to the benefit of EU’s economies. See: https://rmis.jrc.ec.europa.eu/. SQL (script): SQL or Structured Query Language is a special-purpose programming language designed for managing data held in a relational database management system (RDBMS), or for stream processing in a relational data stream management system (RDSMS). Structured data refers to any data that resides in a fixed field within a record or file. This includes data contained in relational databases and spreadsheets. Structured data first depends on creating a data model, i.e., a model of the types of business data that will be recorded and how they will be stored, processed and accessed. This includes defining what fields of data will be stored and how that data will be stored: data type (numeric, currency, alphabetic, name, date, address) and any restrictions on the data input (number of characters; restricted to certain terms...). Structured data has the advantage of being easily entered, stored, queried and analyzed. ToolStack refers to a set of tools/softwares needed to perform a complex task such that no additional tools/softwares are needed to support this task. UML, the Unified Modeling Language is a standardized general-purpose modeling language in the field of software engineering. It is a graphical language for visualizing, specifying, constructing, and documenting the artifacts of a software-intensive system. UNFC: United Nations Framework Classification for Resources. Unstructured Data (or unstructured information) refers to information that either does not have a pre-defined data model or is not organized in a pre-defined manner. Unstructured information is typically text-heavy, but may contain data such as dates, numbers, and facts as well. This results in irregularities and ambiguities that make it difficult to understand using traditional programs as compared to data stored in fielded form in databases or annotated (semantically tagged) in documents. Web service: is defined by the World Wide Web Consortium (W3C - https://www.w3.org/) as 'a software system designed to support interoperable machine-to-machine interaction over a network'. Several types of Web services are used such as Web Feature Services (WFS) allowing the transfer of data, and Web Map Services (WMS) allowing the visualization of maps.

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1 The M4EU/ORAMA/e-MYB data model In this chapther you will find a presentation of the country wide aggregated mineral statistics database.

Figure 1. Primary Commodities, commodity measures and exploration.

The e-MYB data model is a simplified version of the Mineral Resource Core model for single mineral deposits. Model represents two features: Commodity (Figure 1) and CountryWaste (Figure 2). The triple key should be unique in a collection of Commodity features: country, commodityType and year. For a specific commodity in a country in a given year the amount that is produced is given and related measures of amounts categorized as reserves or resources can be added together with information about the total exploration in the country. In addition the UNFC class has been added to provide information on ore measures according to UNFC classification as recommended by WP1 (Bide at al., 2018a). Indicators on total exploration in a given country is done by including information on the total expenditure, total number of licences active and issued.

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Figure 2. Simple feature for collecting the types of waste and wasteflow in a given country and year.

As data on Waste are also collected on a country basis, a second feature CountryWaste (Figure 2) is presented. The feature CountryWaste includes information about primary commodity waste flow, disposal and recovery. Primarily indicators are quantities or numbers. Documentation on the complete model can be found here: https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/blob/master/08%20Enterprise%20Architect%20model/E-MineralYearBook/html/yearbook_uml.zip and the Enterprise Architect file can be found at: https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/blob/master/08%20Enterprise%20Architect%20model/E-MineralYearBook/yearbook.eap

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The database implementation model is presented on Figure 3 and Figure 4.

Figure 3. Implementation of the PrimaryCommodityAggregatedStatistics feature in Postgres

Diagram (Figure 3) is showing an implementation of the Commodity feature in Postgres with related code list tables. Voidreason is not implemented as database columns. It is implemented in the view layer which Deegree uses for the WFS. In case a column value is “Null” the element which may be voidable/nullable will be given a reason “Unknown”, if this is required.

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Figure 4. Implementation of the CountryWaste feature in a relational database with codelists. Datatypes are postgres datatypes.

The complete model can be found at: https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/blob/master/08%20Enterprise%20Architect%20model/E-MineralYearBook/html_db/html_db.zip And the Enterprise Architect file can be found here: https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/blob/master/08%20Enterprise%20Architect%20model/E-MineralYearBook/yearbook_db.eap

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2 Data flow of aggregated mineral reserves, resources, exploration and trade data

A new M4EU/ORAMA/e-MYB data model has been created. It includes country-wide aggregated mineral resources, reserves, production and trade data (described in Chapter 1). It is also possible to incorporate the data available through the BGS website download tools for production and trade (import and export data). The data model has been jointly developed by the ORAMA project partners GEUS, BGS, BRGM, and GeoZS. It will be used (i) to harvest National Providers databases through a Web service (Figure 1), (ii) to build Excel portrayals for countries/institutions that do not have working Provider databases and Web services setup, and (iii) to build the Harvesting database. The BGS will receive a dump of Harvesting DB and will (i) create a copy of the GeoZS’ Harvesting DB to store exploration, reserves and resources data, and (ii) extract production data from Harvesting DB, which will then be validated and incorporated in the BGS World Mineral Statistics DB together with production and trade data from other sources. This validated dataset will be provided by BGS to BRGM for the update of the previous version of the interactive e-MYB (Minerals4EU Diffusion Platform, 2015 - http://minerals4eu.brgm-rec.fr/m4eu-yearbook/theme_selection.html) via Web service based on the M4EU/ORAMA/e-MYB data model. Figure 5 gives a schematic overview of the data flow and which procedures will take place before the data will become visible on the new e-MYB portal.

Figure 5 - The e-Minerals Yearbook feeding data flow.

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2.1 Reserves, resources and exploration data providers

National providers of Web services Each national provider should execute the necessary scripts (Figure 6) for generating a database management system and working WFS setup. These scripts allow quick implementation of a standardized database model (DM) based on a standardized conceptual standard (UML). Once database and services are implemented and each countries data are stored by the data providers, the data can be harvested by a central harvesting database (which implements the same database model). The database model and the exchange format (WFS) contain production, resources, reserves and exploration data. Trade (i.e. import and export) data are currently not a part of the standardization by BGS (see Figure 5 above). National providers should use ORAMA guidelines for common installation of M4EU/e-MYB database and WFS:

- Tool Stack Recommendation Guidelines - PostgreSQL version 10.7, PostGIS 2.5 & M4EU DB - Java SE Development Kit OpenJDK 8u202-b08 - Apache Tomcat version 8.5.38 and Deegree version 3.4.3 - GeoKettle (ETL) version 2.6-r192 - Enterprise Architect lite version 14.1.1427

All the guidelines can be found at https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/00-cookbook-m4eu

Figure 6 - The different stages from the UML data model to the setup of a Web feature service (WFS).

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To ensure common installation of the required software to manage the e-MYB database is as follows (Schjøth et al., 2019):

Software logo Name and link Recommended version

PostgreSQL PostgreSQL (also referred to as Postgres) is an open-source relational database management system (RDBMS) https://www.postgresql.org/ https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/03-postgresql

10.7 Or later

PostGIS (bundle within PostgreSQL) PostGIS provides spatial objects for the PostgreSQL database, allowing storage and query of information about location and mapping. http://postgis.net/ https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/04-postgis

2.5 Or later

Java Development Kit 8 SE The JDK is a development environment for building applications, applets, and components using Java programming language. https://adoptopenjdk.net/ https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/02-java-se-development-kit

Jdk8u202-b08 Or later

Apache-Tomcat Apache Tomcat implements several Java EE specifications including Java Servlet, JavaServer Pages, Java EL, and WebSocket, and provides a "pure Java" HTTP web server environment in which Java code can run. https://tomcat.apache.org/download-80.cgi https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/05-tomcat

8.5.38 Or later

Deegree3 deegree is an open source software for spatial data infrastructures and the geospatial web. It offers components for geospatial data management, including data access, visualization, discovery and security. https://www.deegree.org/download https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/06-deegree3/deegree-webservices-3.4.3

3.4.3 Or later

GeoKettle (ETL) GeoKettle is a powerful, metadata-driven spatial ETL (Extract, Transform and Load) tool dedicated to the integration of different data sources for building and updating geospatial databases, data warehouses and web services. https://sourceforge.net/projects/geokettle/files/geokettle-2.x/2.5/ https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/07-geokettle

2.6-r192

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Software logo Name and link Recommended version

Enterprise Architect viewer The EA Viewer is a free, read-only version of EA intended for distribution with UML models. The read-only version supports all viewing functions, however documentation generation and all 'update' ability is disabled.

https://www.sparxsystems.com/products/ea/downloads.html https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/tree/master/08%20Enterprise%20Architect%20model/EA-lite-Reader-software

14.1.1427 Or later

Table 1: e-MYB recommended Open Source Tool Stack

For the demonstration purposes GeoZS established WFS with Slovenian resources and reserves data (for a year 2015, 2016 and 2017) and GEUS established WFS with data already on the e-MYB which were developed in the frame of Minerals4EU project:

- https://data.geus.dk/m4eu/services/yearbook?SERVICE=WFS&VERSION=2.0.0&REQUEST=GetFeature&OUTPUTFORMAT=application%2Fgml%2Bxml%3B+version%3D3.2&TYPENAME=mr-agg:CountryWaste

- https://data.geus.dk/m4eu/services/yearbook?SERVICE=WFS&VERSION=2.0.0&RE

QUEST=GetFeature&OUTPUTFORMAT=application%2Fgml%2Bxml%3B+version%3D3.2&TYPENAME=mr-agg:Commodity

- http://melit.geo-zs.si/m4eu_yearbook/services/yearbook?SERVICE=WFS&VERSION=2.0.0&REQUEST=GetFeature&OUTPUTFORMAT=application%2Fgml%2Bxml%3B+version%3D3.2&TYPENAME=mr-agg:CountryWaste

- http://melit.geo-zs.si/m4eu_yearbook/services/yearbook?SERVICE=WFS&VERSION=2.0.0&REQUEST=GetFeature&OUTPUTFORMAT=application%2Fgml%2Bxml%3B+version%3D3.2&TYPENAME=mr-agg:Commodity

The Harvesting database Data harvesting is a process which reads and automatically extracts large amounts of data from the Web (Web pages or Web services). The e-MYB Harvesting System was programmed and set up by GeoZS as part of the ORAMA project. The harvesting system periodically collects data from data providers and refreshes the harvesting e-MYB database using an INSPIRE compliant WFS.

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During the harvesting phase the received data is checked if code lists conform to the INSPIRE registry code list values and if other data have the correct format (e.g., dates, numbers…). The e-MYB Harvesting DB is hosted by GeoZS and connected to the Diffusion DB (hosted by BRGM) using SQL scripts.

Figure 7 - Harvesting system architecture.

Harvesting process has been done using the INSPIRE MR code list of commodities. As the e-MYB uses different code lists, mapping has been performed in order to transfer harvested data to BGS as recommended by WP1 (Bide et al., 2018b). The mapping done by BGS for Minerals4EU has been reused and modified (Table 2). Data providers must ensure that identifiers (INSPIRE ID’s: inspireid, inspirens) always stay the same for one given data (even if they delete all the data and replace it). An identifier should always correspond to the same occurrence and should not be changed. When a modification is made in a national database, the provider should normally change just the versionID and the begin/end lifeSpan. A unique and stable triple key which identifies country, commodity and year is also needed. The fact is, not all organizations are able to use WFS for providing aggregated data at the national level. That is why during Mintell4EU project a dedicated Web data entry form will be available where each data provider will be able to enter data for their country. Note regarding production data: If national providers also wish to provide production data on the same way [i.e., in addition to and in the same way than resources/reserves/exploration are collected], BGS agreed that it would be reasonable to give them that option. The production data as part of this process will be a ‘trial’ to start with and BGS will continue to collect production data using their usual methods. For the DEMONSTRATION purposes harvesting was performed using a WFS established by GeoZS and GEUS.

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Delivery of harvested data to BGS It was agreed that the best way to proceed is to deliver a SQL dump of the Harvesting database to BGS. Such a dump contains data related to resources, reserves, exploration and production (if production data is available – see the note above). A SQL dump of database is a common method to migrate data between two systems and contains a large collection of SQL commands in ASCII. Running the script recreates the database in the same state as it was when the dump was created (see https://www.monetdb.org/Documentation/UserGuide/DumpRestore).

2.2 Storage, control and harmonisation of data by BGS

From the SQL dump harvested data can be split two different ways:

- Exploration, resources and reserves data are stored in a BGS’ copy of the GeoZS’

Harvesting database. BGS will not be ‘standardising’ (nor ‘harmonising’) resources and reserves data because that needs to be done by the Geological Survey that provides them. This is because the harmonising process needs additional information that BGS will not have access to. BGS will however do some quality control work and ensure it is presented in an appropriate way.

- Production data - some data providers will use WFS also to provide production data. In that case production data will be extracted from the dump and incorporated into the BGS World Mineral Statistics DB and then extracted to feed the BGS website DB. Production data will go through BGS’ usual quality control and standardisation procedures.

2.3 Transfer of validated data to the Diffusion DB at BRGM

- Production & trade data: BGS already delivers production and trade data via its

website and will continue to do so. BGS’ existing ‘Web service’ can be used to retrieve (http://www.bgs.ac.uk/mineralsuk/statistics/wms.cfc?method=searchWMS) in Excel format the data for the production, import and export for a maximum of 10 years from 1970 to 2016 (depending on the commodities) and it is not suitable for transferring data to e-MYB.

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In the frame of ORAMA project BGS established new Web service to provide data to e-MYB: (http://ogc2.bgs.ac.uk/cgi-bin/mintell/ows?service=WFS&request=GetCapabilities&acceptVersions=2.0.1,2.0.0& (http://ogc2.bgs.ac.uk/; http://ogc2.bgs.ac.uk/mintell/) (Figure 8)

Figure 8 - BGS Web service for e-MYB.

WFS was tested and will be modified in GeoERA Mintell4EU project if needed.

- Resources/reserves/exploration data: After some quality control BGS will establish a Web service on top of BGS’ copy of the GeoZS’ Harvesting database using scripts developed by GEUS (Figure 6).

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3 Synthesis of actions for serving aggregated data The data flow from the harvesting of aggregated data at national level to the checking/harmonization/blending with external data by BGS, and to the diffusion by the M4EU portal has been set up and a new M4EU/ORAMA/e-MYB data model has been created. The model includes country-wide aggregated mineral resources, reserves, production and trade data and it is a simplified version of the Mineral Resource Core model for single mineral deposits. It contains two features: PrimaryCommodityAggregatedStatistics and CountryWaste. Necessary scripts for generating e-MYB database and WFS setup has also been established. Using these scripts BRGM, GEUS, GeoZS and BGS have implimented the e-MYB database. For the demonstration purposes GeoZS established a WFS for Slovenian resources and reserves data (for the years 2015, 2016 and 2017) and GEUS established a WFS for the data already on the e-MYB which was developed as part of Minerals4EU project. The e-MYB Harvesting System has been established and tested on these two WFS. In the operation phase the harvesting system will be able to periodically collect data from the data providers and refresh the harvesting e-MYB database using an INSPIRE compliant WFS. Data harvesting process has been done using the INSPIRE MR code list of commodities. As the e-MYB uses different code lists mapping has been performed in order to transfer the harvested data to BGS as recommended by WP1. It was also agreed that the best way to proceed is to deliver a SQL dump of the Harvesting database to BGS.

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References

Bide T., Horváth Z., Brown T., Idoine N., Laukó A., Sári K., Sőrés L., Petavratzi E., (2018a). Deliverable D1.2: Initial analysis for the improvement of statistical data collection methods in Europe. ORAMA Public Report, 79 p. Bide T., Horváth Z., Brown T., Idoine N., Laukó A., Sári K., Sőrés L., Petavratzi E., McGrath E., Bavec S., Rokavec D. (2018b). Deliverable D1.2: Final analysis and recommendations for the improvement of statistical data collection methods in Europe. ORAMA Public Report, 105 p. Cassard D., Tertre F., Bertrand G., Tellez-Arenas A., Schjøth F., Tulstrup J., Heijboer T., Vuollo J., Čápová D., Šinigoj J., Gruijters S., Tomas R., Schubert C. (2014). Deliverable D5.2: Minerals4EU-WP5: The EU-MKDP: specifications of the system. Minerals4EU Public Report, 32 p. https://geusgitlab.geus.dk/m4eu/2015-Minerals4EU-v0.7.0.2/blob/master/00-cookbook-m4eu/Deliverable/Minerals4EU_WP5_D5%202_07072014_FINAL.pdf (Last accessed on October 28th, 2019). Cassard D., Tertre F., Schjøth F., Heijboer T., (2019). Compatibility of improved datasets with the INSPIRE Directive and existing data models, and identification of necessary evolutions. Deliverable D3.1 ORAMA Public Report, 153 p. https://orama-h2020.eu/wp-content/uploads/ORAMA_WP3_DEL3.1_20192304_BRGM_v1.0.pdf (Last accessed on October 21th, 2019). EarthResourceML (ERML) version 2.0, EarthResourceML-Lite version 2.0.1: http://www.earthresourceml.org/ (Last accessed on October 21th, 2019). EarthResourceML (ERML) version 3.0: https://www.seegrid.csiro.au/subversion/xmml/GGIC/trunk/doc/ERML_3_Doc/index.htm (Last accessed on October 21th, 2019). GeoSciML: http://www.geosciml.net/ (Last accessed on October 21th, 2019). Minerals4EU Knowledge Data Platform: http://minerals4eu.brgm-rec.fr/ (Last accessed on October 29th, 2019). Schjøth F., Whitehead D. and WP4 team (2019): G4.1.01.01 Tool Stack Recommendation Guidelines https://geusgitlab.geus.dk/m4eu/2019-ORAMA-v2.xx/blob/master/00-cookbook-m4eu/G4.1.01%20M4EU%20Tool%20Stack%20guidelines/G4.1.01.01%20Tool%20Stack%20recommendation%20guidelines.pdf (Last accessed on October 29th, 2019).

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Appendix 1 : Data provider’s examples of XML encoding for aggregated data

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Appendix 2 : Example of BGS XML encoding for aggregated data

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Appendix 3 : Mapping between the ERML / INSPIRE / e-MYB Commodity code lists Table 2: Mapping between the ERML / INSPIRE / e-MYB Commodity code lists

ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

primary aggregate Primary aggregate (INSPIRE) Aggregates and related materials sandAndGravelAndCrushedRock Sand and gravel and Crushed rock

crushed rock Crushed rock (INSPIRE) Aggregates and related materials crushedRock Crushed rock sand and gravel Sand and gravel (INSPIRE) Aggregates and related materials sandAndGravel Sand and gravel antimony Antimony (INSPIRE) Antimony antimony Antimony (mine production) antimony Antimony (INSPIRE) Antimony antimonyOresAndConcentrates Antimony Ores and concentrates Antimony antimonyMetal Antimony Metal Antimony antimonyOxide Antimony Oxide arsenic Arsenic (INSPIRE) Arsenic arsenicWhite White arsenic Arsenic arsenic Arsenic Metallic arsenic asbestos Asbestos (INSPIRE) Asbestos asbestos Asbestos baryte Baryte (INSPIRE) Barytes baryte Barytes bauxite Bauxite (INSPIRE) Bauxite, alumina and aluminium bauxite Bauxite Bauxite alumina Alumina (INSPIRE) Bauxite, alumina and aluminium alumina Alumina Alumina Bauxite, alumina and aluminium aluminaHydrate Alumina Alumina hydrate aluminium Aluminium (INSPIRE) Bauxite, alumina and aluminium aluminium Primary aluminium Primary aluminium Bauxite, alumina and aluminium aluminiumUnwrought Aluminium Aluminium unwrought Bauxite, alumina and aluminium aluminiumAlloys Aluminium Aluminium alloys bentonite Bentonite (INSPIRE) Bentonite and fuller's earth bentonite Bentonite Bentonite Fullers earth Fuller's earth (INSPIRE) Bentonite and fuller's earth FullersEarth Fuller's earth Fuller's earth palygorskite Palygorskite (INSPIRE) Bentonite and fuller's earth palygorskite Fuller's earth Attapulgite sepiolite Sepiolite (INSPIRE) Bentonite and fuller's earth sepiolite Fuller's earth Sepiolite beryl Beryl (INSPIRE) Beryl beryl Beryl bismuth Bismuth (INSPIRE) Bismuth bismuth Bismuth (mine production) Bismuth bismuthMetal Bismuth Metal

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ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

borate Borate (INSPIRE) Borates borate Borates bromine Bromine (INSPIRE) Bromine bromine Bromine cadmium Cadmium (INSPIRE) Cadmium cadmium Cadmium Metal Cadmium cadmiumSulphide Cadmium Sulphide Cadmium cadmiumOxide Cadmium Oxide Cement cementClinker Cement clinker Cement cementFinished Finished cement Cement cementPortland Cement Portland cement Cement cementOther Cement Other cement chromite Chromite (INSPIRE) Chromium chromite Chromium ores and concentrates chromium Chromium (INSPIRE) Chromium chromium Chromium Metal cobalt Cobalt (INSPIRE) Cobalt cobalt Cobalt (mine production) cobalt Cobalt (INSPIRE) Cobalt cobaltOre Cobalt ore Ore Cobalt cobaltRefined Cobalt (refined) Cobalt cobaltMetal Cobalt metal Metal Cobalt cobaltOxides Cobalt oxides Oxides copper Copper (INSPIRE) Copper copper Copper (mine production) copper Copper (INSPIRE) Copper copperOresAndConcentrates Copper ores and concentrates Ores and concentrates Copper copperSmelter Copper, smelter Copper copperMatteAndCement Copper matte and cement Matte and cement Copper copperRefined Copper, refined Copper copperUnwroughtUnrefined Copper, unwrought Unwrought, unrefined Copper copperUnwroughtRefined Copper, unwrought Unwrought, refined Copper copperUnwroughtAlloys Copper, unwrought Unwrought alloys diamond Diamond (INSPIRE) Diamond diamond Diamond Diamond diamondUnsorted Diamond Unsorted

diamond-gemstone Diamond-Gemstone (INSPIRE) Diamond diamondGemstone Diamond Gem, rough

diamond-gemstone Diamond-Gemstone (INSPIRE) Diamond diamondGemstoneCut Diamond Gem, cut

Diamond diamondGemstoneIndustrial Diamond Industrial Diamond diamondGemstoneDust Diamond Dust diatomite Diatomite (INSPIRE) Diatomite diatomite Diatomite Diatomite

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ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

feldspar Feldspar (INSPIRE) Feldspar feldspar Feldspar fluorite Fluorite (INSPIRE) Fluorspar fluorite Fluorspar gallium Gallium (INSPIRE) Galliium gallium Gallium germanium Germanium (INSPIRE) Germanium germanium Germanium metal gold Gold (INSPIRE) Gold gold Gold (mine production) Gold goldMetal Gold Metal graphite Graphite (INSPIRE) Graphite graphite Graphite gypsum Gypsum (INSPIRE) Gypsum gypsum Gypsum anhydrite Anhydrite (INSPIRE) Gypsum anhydrite Gypsum Anhydrite Gypsum gypsumCrude Gypsum Crude Gypsum gypsumCalcined Gypsum Calcined indium Indium (INSPIRE) Indium indium Indium, refined iodine Iodine (INSPIRE) Iodine iodine Iodine Iodine iron ore Iron ore (INSPIRE) Iron and steel ironOre Iron ore iron Iron (INSPIRE) Iron and steel iron iron Iron (INSPIRE)?? Iron and steel ironPig Pig iron Pig iron iron Iron (INSPIRE)?? Iron and steel ironPigSpongeAndPowder Pig iron Sponge and powder Iron and steel ironCrudeSteel Crude steel Iron and steel ironAndSteelIngotsBloomsBillets Iron and steel Ingots, blooms, billets kaolin Kaolin (INSPIRE) Kaolin kaolin Kaolin lead Lead (INSPIRE) Lead lead Lead (mine production) lead Lead (INSPIRE) Lead leadOresAndConcentrates Lead ores and concentrates Ores and concentrates Lead leadRefined Lead, refined Lead leadUnwrought Lead unwrought Unwrought lithium Lithium (INSPIRE) Lithium lithium Lithium minerals Lithium lepidolite Lithium minerals Lepidolite spodumene Spodumene (INSPIRE) Lithium spodumene Lithium minerals Spodumene Lithium lithiumCarbonate Lithium Carbonate lithium oxide Lithium oxide (INSPIRE) Lithium lithiumOxide Lithium Oxides magnesite Magnesite (INSPIRE) Magnesite magnesite Magnesite and magnesia Magnesite magnesia Magnesia (INSPIRE) Magnesite magnesia Magnesite and magnesia Magnesia magnesium Magnesium (INSPIRE) Magnesium magnesium Magnesium, primary metal

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ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

manganese ore Manganese ore (INSPIRE) Manganese manganeseOre Manganese ore Manganese manganese Manganese metal Metal mercury Mercury (INSPIRE) Mercury mercury Mercury mica Mica (INSPIRE) Mica mica Mica Mica Mica micaUnmanufactured Mica Unmanufactured Mica micaGround Mica Ground molybdenum Molybdenum (INSPIRE) Molybdenum molybdenum Molybdenum (mine production) molybdenum Molybdenum (INSPIRE) Molybdenum molybdenumOresAndConcenrates Molybdenum ores and concenrates Ores and concentrates Molybdenum molybdenumMetal Molybdenum metal and oxides Metal Molybdenum molybdenumOxides Molybdenum metal and oxides Oxides nepheline syenite Nepheline syenite (INSPIRE) Nepheline syenite nephelineSyenite Nepheline syenite nickel Nickel (INSPIRE) Nickel nickel Nickel (mine production) nickel Nickel (INSPIRE) Nickel nickelOresAndConcentrates Nickel ores and concentrates Ores and concentrates Nickel nickelSmelterRefinery Nickel, smelter/refinery Nickel nickelMattesSinters Nickel mattes, sinters, etc Mattes, sinters, etc Nickel nickelMetalUnwrought Nickel metal Unwrought Nickel nickelMetalUnwroughtAlloys Nickel metal Unwrought alloys Nickel nickelOxides Nickel oxides Oxides perlite Perlite (INSPIRE) Perlite perlite Perlite Perlite phosphate rock Phosphate rock (INSPIRE) Phosphate rock phosphateRock Phosphate rock platinum group metal

Platinum group metal (PGM) (INSPIRE) Platinum group metals platinumGroupMetal Platinum group metals

platinum Platinum (INSPIRE) Platinum group metals platinumMetal Platinum group metals Platinum palladium Palladium (INSPIRE) Platinum group metals palladiumMetal Platinum group metals Palladium Platinum group metals platinumGroupMetalOtherMetal Platinum group metals Other platinum metals platinum Platinum (INSPIRE) Platinum group metals platinum Platinum group metals Platinum palladium Palladium (INSPIRE) Platinum group metals palladium Platinum group metals Palladium Platinum group metals platinumGroupMetalOther Platinum group metals Other platinum metals Potash (INSPIRE) Potash potash potash Potash (INSPIRE) Potash potashK2O Potash Potassic salts potash Potash (INSPIRE) Potash potashChlorideK2O Potash Chloride potash Potash (INSPIRE) Potash potashPolyhaliteK2O Potash Polyhalite

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ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

Potash potashFertiliser Potash Potassic fertilisers Potash potashSulfate Potash Sulphate Potash potashChloride Potash Chloride Potash potashFertiliserOther Potash Other potassic fertilisers

rare earth oxide Rare Earth Oxide (REO) (INSPIRE) Rare earths REO Rare earth oxides

Rare earths rareEarthMetals Rare earths Metals Rare earths cerium Rare earths Cerium compounds

Rare earths rareEarthOtherCompounds Rare earths Other rare earth compounds

Rare earths rareEarthCompounds Rare earths Rare earth compounds rhenium Rhenium (INSPIRE) Rhenium rhenium Rhenium salt Salt (INSPIRE) Salt salt Salt Salt saltRock Salt Rock salt Salt saltSea Salt Sea salt Salt saltBrine Salt Brine salt Salt saltInBrine Salt Salt in brine Salt saltother Salt Other salt selenium Selenium (INSPIRE) Selenium selenium Selenium metal Sillimanite and related minerals sillimaniteMinerals Sillimanite and related minerals Sillimanite minerals andalusite Andalusite (INSPIRE) Sillimanite and related minerals andalusite Sillimanite and related minerals Andalusite kyanite Kyanite (INSPIRE) Sillimanite and related minerals kyanite Sillimanite and related minerals Kyanite sillimanite Sillimanite (INSPIRE) Sillimanite and related minerals sillimanite Sillimanite and related minerals Sillimanite Sillimanite and related minerals mullite Sillimanite and related minerals Mullite silver Silver (INSPIRE) Silver silver Silver (mine production) silver Silver (INSPIRE) Silver silverOresAndConcentrates Silver ores and concentrates Ores and concentrates Silver silverMetal Silver metal Metal strontium Strontium (INSPIRE) Strontium strontium Strontium minerals talc Talc (INSPIRE) Talc talc Talc pyrophyllite Pyrophyllite (INSPIRE) Talc pyrophyllite Talc Pyrophillite Tantalum and niobium tantalumAndNiobiumMinerals Tantalum and niobium minerals tantalum Tantalum (INSPIRE) Tantalum and niobium tantalum Tantalum and niobium Tantalum niobium Niobium (INSPIRE) Tantalum and niobium tantalumNiobium Tantalum and niobium Niobium

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ERML Name

INSPIRE Name

Groups (e-MYB) Grandparent

Commodity-M4EU

Commodity (e-MYB) Parent

Subcommodity (e-MYB) Child

tellurium Tellurium (INSPIRE) Tellurium tellurium Tellurium tin Tin (INSPIRE) Tin tin Tin (mine production) tin Tin (INSPIRE) Tin tinConcentrates Tin concentrates Concentrates Tin tinSmelter Tin, smelter Tin tinMetalUnwrought Tin metal Unwrought Tin tinMetalUnwroughtAlloys Tin metal Unwrought alloys titanium Titanium (INSPIRE) Titanium titanium Titanium minerals Titanium minerals ilmenite Ilmenite (INSPIRE) Titanium ilmenite Titanium minerals Ilmenite rutile Rutile (INSPIRE) Titanium rutile Titanium minerals Rutile leucoxene Leucoxene (INSPIRE) Titanium leucoxene Titanium minerals Leucoxene Titanium titaniumMetal Titanium metal Metal Titanium titaniumOxides Titanium oxides Oxides tungsten Tungsten (INSPIRE) Tungsten tungsten Tungsten (mine production) tungsten Tungsten (INSPIRE) Tungsten tungstenOresAndConcentrates Tungsten ores and concentrates Ores and concentrates Tungsten tungstenMetal Tungsten metal Metal Tungsten tungstenCarbide Tungsten carbide Carbide vanadium Vanadium (INSPIRE) Vanadium vanadium Vanadium (mine production) vanadium Vanadium (INSPIRE) Vanadium vanadiumOresAndConcentrates Vanadium ores and concentrates Ores and concentrates vanadium pentoxide

Vanadium pentoxide (INSPIRE) Vanadium vanadiumPentoxide Vanadium pentoxide Pentoxide

Vanadium vanadiumMetal Vanadium metal Metal vermiculite Vermiculite (INSPIRE) Vermiculite vermiculite Vermiculite wollastonite Wollastonite (INSPIRE) Wollastonite wollastonite Wollastonite zinc Zinc (INSPIRE) Zinc zinc Zinc (mine production) zinc Zinc (INSPIRE) Zinc zincOresAndConcentrates Zinc ores and concentrates Ores and concentrates Zinc zincSlab Zinc, slab Zinc zincUnwrought Zinc unwrought Unwrought Zinc zincUnwroughtAlloys Zinc unwrought Unwrought alloys zirconium Zirconium (INSPIRE) Zirconium zirconium Zirconium minerals zirconium Zirconium (INSPIRE) Zirconium zirconiumConcentrates Zirconium concentrates Concentrates Zirconium zirconiumMetal Zirconium metal Metal

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Appendix 4 : e-MYB Commodity code lists Table 3: e-MYB Commodity code lists

Commodity Code name url agate agate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/agate aggregate aggregate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aggregate alumina alumina http://inspire.ec.europa.eu/codelist/CommodityCodeValue/alumina aluminaHydrate Alumina Hydrate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminaHydrate aluminium aluminium Primary http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminium aluminiumUnwrought Aluminium unwrought http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminiumUnwrought aluminiumAlloys Aluminium alloys http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminiumAlloys aluminosilicate aluminosilicate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aluminosilicate alunite alunite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/alunite amazonite amazonite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/amazonite amber amber http://inspire.ec.europa.eu/codelist/CommodityCodeValue/amber amethyst amethyst http://inspire.ec.europa.eu/codelist/CommodityCodeValue/amethyst andalusite andalusite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/andalusite anhydrite anhydrite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/anhydrite anthophyllite anthophyllite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/anthophyllite anthracite anthracite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/anthracite antimony antimony (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/antimony antimonyOresAndConcentrates Antimony Ores and Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/antimonyOresAndConcentrates antimonyMetal Antimony Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/antimonyMetal antimonyOxide Antimony Oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/antimonyOxide apatite apatite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/apatite

apatiteGemstone apatite-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/apatiteGemstone

aquamarine aquamarine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/aquamarine arsenic arsenic (Metal) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/arsenic arsenicWhite White Arcsenic http://inspire.ec.europa.eu/codelist/CommodityCodeValue/arsenicWhite asbestos asbestos http://inspire.ec.europa.eu/codelist/CommodityCodeValue/asbestos asbestosAmphibole asbestos-amphibole http://inspire.ec.europa.eu/codelist/CommodityCodeValue/asbestosAmphibole

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Commodity Code name url asbestosSerpentine asbestos-serpentine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/asbestosSerpentine asphalt asphalt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/asphalt barium barium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/barium baryte baryte http://inspire.ec.europa.eu/codelist/CommodityCodeValue/baryte basalt basalt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/basalt baseMetal base metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/baseMetal bauxite bauxite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/bauxite bentonite bentonite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/bentonite beryl beryl http://inspire.ec.europa.eu/codelist/CommodityCodeValue/beryl beryllium beryllium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/beryllium bismuth bismuth (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/bismuth bismuthMetal Bismuth Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/bismuthMetal blackCoal black coal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/blackCoal borate borate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/borate boron boron http://inspire.ec.europa.eu/codelist/CommodityCodeValue/boron brickClay brick clay http://inspire.ec.europa.eu/codelist/CommodityCodeValue/brickClay bromine bromine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/bromine brownCoal brown coal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/brownCoal cadmium cadmium Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cadmium

cadmiumSulphide Cadmium Sulphide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cadmiumSulphide

cadmiumOxide Cadmium Oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cadmiumOxide calcite calcite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/calcite

carbonaceousMaterial carbonaceous material http://inspire.ec.europa.eu/codelist/CommodityCodeValue/carbonaceousMaterial

carnallite carnallite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/carnallite carnelian carnelian http://inspire.ec.europa.eu/codelist/CommodityCodeValue/carnelian

cassiteriteGemstone cassiterite-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cassiteriteGemstone

cementClinker cement Clinker http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cementClinker cementFinished Finished cement http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cementFinished cementPortland Portland cement http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cementPortland cementOther Other cement http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cementOther cerium cerium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cerium cesium cesium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cesium

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Commodity Code name url chalcedony chalcedony http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chalcedony chemicalCompoundProduct chemical compound product http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chemicalCompoundProduct chemicalOxideProduct chemical oxide product http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chemicalOxideProduct chert chert http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chert chlorite chlorite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chlorite chrome chrome http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chrome chromite chromite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chromite chromium chromium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chromium chrysoberyl chrysoberyl http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chrysoberyl chrysoprase chrysoprase http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chrysoprase chrysotile chrysotile http://inspire.ec.europa.eu/codelist/CommodityCodeValue/chrysotile citrine citrine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/citrine clay clay http://inspire.ec.europa.eu/codelist/CommodityCodeValue/clay coal coal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/coal coalBedMethane coal bed methane http://inspire.ec.europa.eu/codelist/CommodityCodeValue/coalBedMethane cobalt cobalt (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobalt cobaltOre Cobalt ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobaltOre cobaltRefined Cobalt (refined) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobaltRefined cobaltMetal Cobalt metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobaltMetal cobaltOxides Cobalt oxides http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cobaltOxides copper copper (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copper copperOresAndConcentrates Copper ores and concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperOresAndConcentrates copperSmelter Copper, smelter http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperSmelter copperMatteAndCement Copper matte and cement http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperMatteAndCement copperRefined Copper, refined http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperRefined copperUnwroughtUnrefined copper Unwrought Unrefined http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperUnwroughtUnrefined copperUnwroughtRefined copper Unwrought Refined http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperUnwroughtRefined copperUnwroughtAlloys copper Unwrought Alloys http://inspire.ec.europa.eu/codelist/CommodityCodeValue/copperUnwroughtAlloys cordierite cordierite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cordierite

corundum corundum http://inspire.ec.europa.eu/codelist/CommodityCodeValue/corundum corundumGemstone corundum-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/corundumGemstone crocidolite crocidolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/crocidolite

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Funded by the European Union

Commodity Code name url crushedRock crushed rock http://inspire.ec.europa.eu/codelist/CommodityCodeValue/crushedRock cryolite cryolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/cryolite diamond diamond http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamond diamondUnsorted diamond Unsorted http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamondUnsorted diamondGemstone diamond-gemstone, gem, rough http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamondGemstone diamondGemstoneCut diamond Gemstone Cut http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamondGemstoneCut diamondGemstoneIndustrial diamond Gemstone Industrial http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamondGemstoneIndustrial diamondGemstoneDust diamond Gemstone Dust http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diamondGemstoneDust diatomite diatomite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diatomite dimensionStone dimension stone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/dimensionStone diopsideEnstatite diopside-enstatite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/diopsideEnstatite dioptase dioptase http://inspire.ec.europa.eu/codelist/CommodityCodeValue/dioptase directShippingOre direct shipping ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/directShippingOre directUseCommodity direct use commodity http://inspire.ec.europa.eu/codelist/CommodityCodeValue/directUseCommodity dumortierite dumortierite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/dumortierite dysprosium dysprosium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/dysprosium emerald emerald http://inspire.ec.europa.eu/codelist/CommodityCodeValue/emerald epsomite epsomite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/epsomite erbium erbium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/erbium euclase euclase http://inspire.ec.europa.eu/codelist/CommodityCodeValue/euclase europium europium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/europium evaporite evaporite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/evaporite feldspar feldspar http://inspire.ec.europa.eu/codelist/CommodityCodeValue/feldspar feldsparGemstone feldspar-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/feldsparGemstone ferrousMetal ferrous metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ferrousMetal fluorine fluorine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/fluorine fluorite fluorite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/fluorite foundrySand foundry sand http://inspire.ec.europa.eu/codelist/CommodityCodeValue/foundrySand fracSand frac sand http://inspire.ec.europa.eu/codelist/CommodityCodeValue/fracSand FullersEarth Fullers earth http://inspire.ec.europa.eu/codelist/CommodityCodeValue/FullersEarth gadolinium gadolinium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gadolinium gallium gallium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gallium garnet garnet http://inspire.ec.europa.eu/codelist/CommodityCodeValue/garnet

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Funded by the European Union

Commodity Code name url garnetGemstone garnet-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/garnetGemstone

gaseousHydrocarbons gaseous hydrocarbons http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gaseousHydrocarbons

gasHydrate gas hydrate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gasHydrate gemstone gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gemstone germanium germanium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/germanium glauconite glauconite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/glauconite gold gold (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gold goldMetal gold metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/goldMetal granite granite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/granite graphite graphite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/graphite greenstone greenstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/greenstone gypsum gypsum http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gypsum gypsumCrude gypsum Crude http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gypsumCrude gypsumCalcined gypsum Calcined http://inspire.ec.europa.eu/codelist/CommodityCodeValue/gypsumCalcined hafnium hafnium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/hafnium halloysite halloysite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/halloysite heliodor heliodor http://inspire.ec.europa.eu/codelist/CommodityCodeValue/heliodor hematite hematite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/hematite hematiteGemstone hematite-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/hematiteGemstone hematiteOre hematite ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/hematiteOre holmium holmium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/holmium HREE HREE http://inspire.ec.europa.eu/codelist/CommodityCodeValue/HREE HREO HREO http://inspire.ec.europa.eu/codelist/CommodityCodeValue/HREO ilmenite ilmenite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ilmenite indium indium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/indium industrialMaterial industrial material http://inspire.ec.europa.eu/codelist/CommodityCodeValue/industrialMaterial industrialMineral industrial mineral http://inspire.ec.europa.eu/codelist/CommodityCodeValue/industrialMineral industrialRock industrial rock http://inspire.ec.europa.eu/codelist/CommodityCodeValue/industrialRock iodine iodine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/iodine iridium iridium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/iridium iron iron http://inspire.ec.europa.eu/codelist/CommodityCodeValue/iron ironPig iron Pig http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironPig ironPigSpongeAndPowder iron Pig Sponge And Powder http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironPigSpongeAndPowder

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Funded by the European Union

Commodity Code name url ironCrudeSteel iron Crude Steel http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironCrudeSteel ironAndSteelIngotsBloomsBillets iron And Steel Ingots Blooms Billets http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironAndSteelIngotsBloomsBillets ironOre iron ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironOre ironOxide iron oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ironOxide jade jade http://inspire.ec.europa.eu/codelist/CommodityCodeValue/jade jarosite jarosite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/jarosite kaolin kaolin http://inspire.ec.europa.eu/codelist/CommodityCodeValue/kaolin kornerupine kornerupine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/kornerupine kyanite kyanite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/kyanite kyaniteGemstone kyanite-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/kyaniteGemstone lanthanum lanthanum http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lanthanum laterite laterite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/laterite lazulite lazulite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lazulite lead lead (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lead leadOresAndConcentrates lead Ores And Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/leadOresAndConcentrates leadRefined lead Refined http://inspire.ec.europa.eu/codelist/CommodityCodeValue/leadRefined leadUnwrought Lead Unwrought http://inspire.ec.europa.eu/codelist/CommodityCodeValue/leadUnwrought leucoxene leucoxene http://inspire.ec.europa.eu/codelist/CommodityCodeValue/leucoxene lime lime http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lime limestone limestone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/limestone liquidHydrocarbons liquid hydrocarbons http://inspire.ec.europa.eu/codelist/CommodityCodeValue/liquidHydrocarbons lithium lithium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lithium lepidolite Lepidolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lepidolite

lithiumCarbonate lithium Carbonate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lithiumCarbonate

lithiumOxide lithium oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lithiumOxide LREE LREE http://inspire.ec.europa.eu/codelist/CommodityCodeValue/LREE LREO LREO http://inspire.ec.europa.eu/codelist/CommodityCodeValue/LREO lutetium lutetium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/lutetium magnesia magnesia http://inspire.ec.europa.eu/codelist/CommodityCodeValue/magnesia magnesite magnesite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/magnesite magnesium magnesium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/magnesium magnetite magnetite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/magnetite magnetiteOre magnetite ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/magnetiteOre

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Funded by the European Union

Commodity Code name url malachite malachite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/malachite manganese manganese http://inspire.ec.europa.eu/codelist/CommodityCodeValue/manganese manganeseOre manganese ore http://inspire.ec.europa.eu/codelist/CommodityCodeValue/manganeseOre marble marble http://inspire.ec.europa.eu/codelist/CommodityCodeValue/marble mercury mercury http://inspire.ec.europa.eu/codelist/CommodityCodeValue/mercury metal metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/metal metalloid metalloid http://inspire.ec.europa.eu/codelist/CommodityCodeValue/metalloid mica mica http://inspire.ec.europa.eu/codelist/CommodityCodeValue/mica micaUnmanufactured mica Unmanufactured http://inspire.ec.europa.eu/codelist/CommodityCodeValue/micaUnmanufactured micaGround mica Ground http://inspire.ec.europa.eu/codelist/CommodityCodeValue/micaGround miscellaneousDimensionStones miscellaneous dimension stones http://inspire.ec.europa.eu/codelist/CommodityCodeValue/miscellaneousDimensionStones molybdenite molybdenite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/molybdenite molybdenum molybdenum (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/molybdenum

molybdenumOresAndConcenrates Molybdenum ores and concenrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/molybdenumOresAndConcenrates

molybdenumMetal molybdenum Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/molybdenumMetal

molybdenumOxides molybdenum Oxides http://inspire.ec.europa.eu/codelist/CommodityCodeValue/molybdenumOxides monazite monazite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/monazite moonstone moonstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/moonstone morganite morganite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/morganite mossAgate moss agate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/mossAgate mullite Mullite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/mullite naturalSecondaryAggregate natural secondary aggregate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/naturalSecondaryAggregate neodymium neodymium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/neodymium nephelineSyenite nepheline syenite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nephelineSyenite nickel nickel (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickel

nickelOresAndConcentrates Nickel ores and concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelOresAndConcentrates

nickelSmelterRefinery Nickel, smelter/refinery http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelSmelterRefinery

nickelMattesSinters Nickel mattes, sinters, etc http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelMattesSinters

nickelMetalUnwrought nickel Metal Unwrought http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelMetalUnwrought nickelMetalUnwroughtAlloys nickel Metal Unwrought Alloys http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelMetalUnwroughtAlloys nickelOxides nickel Oxides http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nickelOxides niobium niobium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/niobium

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Funded by the European Union

Commodity Code name url niobiumPentoxide niobium pentoxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/niobiumPentoxide nitrate nitrate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nitrate nonMetal non metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/nonMetal obsidian obsidian http://inspire.ec.europa.eu/codelist/CommodityCodeValue/obsidian ochre ochre http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ochre oil oil http://inspire.ec.europa.eu/codelist/CommodityCodeValue/oil oilShale oil shale http://inspire.ec.europa.eu/codelist/CommodityCodeValue/oilShale olivine olivine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/olivine olivineGemstone olivine-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/olivineGemstone onyx onyx http://inspire.ec.europa.eu/codelist/CommodityCodeValue/onyx opal opal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/opal organicMaterial organic material http://inspire.ec.europa.eu/codelist/CommodityCodeValue/organicMaterial osmium osmium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/osmium palladium palladium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/palladium palladiumMetal palladium metal content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/palladiumMetal palygorskite palygorskite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/palygorskite peat peat http://inspire.ec.europa.eu/codelist/CommodityCodeValue/peat perlite perlite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/perlite phenakite phenakite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/phenakite phosphateRock phosphate rock http://inspire.ec.europa.eu/codelist/CommodityCodeValue/phosphateRock phosphorous phosphorous http://inspire.ec.europa.eu/codelist/CommodityCodeValue/phosphorous phosphorousPentoxide phosphorous pentoxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/phosphorousPentoxide platinum platinum http://inspire.ec.europa.eu/codelist/CommodityCodeValue/platinum platinumMetal platinum metal content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/platinumMetal platinumGroupMetal platinum group metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/platinumGroupMetal platinumGroupMetalOther Other platinum metals http://inspire.ec.europa.eu/codelist/CommodityCodeValue/platinumGroupMetalOther

platinumGroupMetalOtherMetal Other platinum metals content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/platinumGroupMetalOtherMetal

potash potash http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potash potashK2O potash, Potassic salts K2O content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashK2O potashChlorideK2O potash Chloride K2O content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashChlorideK2O potashPolyhaliteK2O potash Polyhalite K2O content http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashPolyhaliteK2O potashFertiliser potassic Fertiliser http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashFertiliser

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Funded by the European Union

Commodity Code name url potashSulfate potash Sulfate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashSulfate potashFertiliserOther Other potassic fertilisers http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashFertiliserOther potashChloride potash Chloride http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potashChloride potassium potassium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/potassium pozzolan pozzolan http://inspire.ec.europa.eu/codelist/CommodityCodeValue/pozzolan praseodymium praseodymium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/praseodymium preciousMetal precious metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/preciousMetal prehnite prehnite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/prehnite primaryAggregate primary aggregate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/primaryAggregate producedCommodity produced commodity http://inspire.ec.europa.eu/codelist/CommodityCodeValue/producedCommodity promethium promethium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/promethium pumice pumice http://inspire.ec.europa.eu/codelist/CommodityCodeValue/pumice pyrite pyrite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/pyrite pyrophyllite pyrophyllite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/pyrophyllite quartz quartz http://inspire.ec.europa.eu/codelist/CommodityCodeValue/quartz quartzGemstone quartz-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/quartzGemstone radium radium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/radium REE Rare Earth Element http://inspire.ec.europa.eu/codelist/CommodityCodeValue/REE REO Rare Earth Oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/REO rareEarthOtherCompounds rareEarth Other Compounds http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rareEarthOtherCompounds

rareEarthCompounds rareEarthCompounds http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rareEarthCompounds

rareEarthMetals rareEarth metals http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rareEarthMetals rareEarthElement Rare Earth Element http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rareEarthElement rareEarthOxide Rare Earth Oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rareEarthOxide recycledAggregate recycled aggregate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/recycledAggregate reservoirGas reservoir gas http://inspire.ec.europa.eu/codelist/CommodityCodeValue/reservoirGas rhenium rhenium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rhenium rhodium rhodium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rhodium rhodonite rhodonite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rhodonite riprap riprap http://inspire.ec.europa.eu/codelist/CommodityCodeValue/riprap roseQuartz rose quartz http://inspire.ec.europa.eu/codelist/CommodityCodeValue/roseQuartz rubidium rubidium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rubidium ruby ruby http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ruby

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Commodity Code name url ruthenium ruthenium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ruthenium rutile rutile http://inspire.ec.europa.eu/codelist/CommodityCodeValue/rutile salt salt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/salt saltRock rock salt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saltRock saltSea Sea salt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saltSea saltBrine Brine salt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saltBrine saltInBrine Salt in brine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saltInBrine saltother Other salt http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saltother samarium samarium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/samarium sand sand http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sand sandAndGravel sand and gravel http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sandAndGravel sandAndGravelAndCrushedRock Sand and gravel and Crushed rock http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sandAndGravelAndCrushedRock sandstone sandstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sandstone saponite saponite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/saponite sapphire sapphire http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sapphire sapphirine sapphirine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sapphirine scandium scandium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/scandium scapolite scapolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/scapolite selenium selenium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/selenium sepiolite sepiolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sepiolite sericite sericite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sericite serpentine serpentine http://inspire.ec.europa.eu/codelist/CommodityCodeValue/serpentine shellGrit shell grit http://inspire.ec.europa.eu/codelist/CommodityCodeValue/shellGrit silica silica http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silica silicaGemstone silica-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silicaGemstone silicon silicon http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silicon sillimanite sillimanite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sillimanite sillimaniteMinerals sillimanite Minerals http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sillimaniteMinerals silver silver metal content (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silver silverOresAndConcentrates silver Ores And Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silverOresAndConcentrates silverMetal silver Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/silverMetal sinhalite sinhalite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sinhalite slate slate http://inspire.ec.europa.eu/codelist/CommodityCodeValue/slate

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Commodity Code name url smokeyQuartz smokey quartz http://inspire.ec.europa.eu/codelist/CommodityCodeValue/smokeyQuartz sodaAsh soda ash http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sodaAsh sodalite sodalite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sodalite spectrolite spectrolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/spectrolite spinel spinel http://inspire.ec.europa.eu/codelist/CommodityCodeValue/spinel spinelGemstone spinel-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/spinelGemstone spodumene spodumene http://inspire.ec.europa.eu/codelist/CommodityCodeValue/spodumene spongolite spongolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/spongolite staurolite staurolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/staurolite strontianite strontianite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/strontianite strontium strontium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/strontium sulphur sulphur http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sulphur sylvite sylvite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/sylvite talc talc http://inspire.ec.europa.eu/codelist/CommodityCodeValue/talc tantalum tantalum http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tantalum tantalumAndNiobiumMinerals Tantalum and niobium minerals http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tantalumAndNiobiumMinerals tantalumNiobium tantalum Niobium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tantalumNiobium tantalumPentoxide tantalum pentoxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tantalumPentoxide tanzanite tanzanite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tanzanite tarSand tar sand http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tarSand tellurium tellurium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tellurium terbium terbium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/terbium thallium thallium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/thallium thenardite thenardite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/thenardite thorium thorium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/thorium thulium thulium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/thulium tin tin http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tin tinConcentrates tin Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tinConcentrates tinSmelter tin Smelter http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tinSmelter tinMetalUnwrought tin Meta lUnwrought http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tinMetalUnwrought tinMetalUnwroughtAlloys tin Meta lUnwrought Alloys http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tinMetalUnwroughtAlloys titanium titanium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/titanium titaniumMetal titanium Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/titaniumMetal

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Commodity Code name url titaniumOxides titanium Oxides http://inspire.ec.europa.eu/codelist/CommodityCodeValue/titaniumOxides topaz topaz http://inspire.ec.europa.eu/codelist/CommodityCodeValue/topaz tourmaline tourmaline http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tourmaline TREE Total Rare Earth Element http://inspire.ec.europa.eu/codelist/CommodityCodeValue/TREE tremoliteActinolite tremolite-actinolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tremoliteActinolite TREO Total Rare Earth Oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/TREO tsavorite tsavorite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tsavorite tungsten tungsten (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tungsten

tungstenOresAndConcentrates tungsten Ores And Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tungstenOresAndConcentrates

tungstenMetal tungsten Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tungstenMetal tungstenCarbide tungsten Carbide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/tungstenCarbide turquoise turquoise http://inspire.ec.europa.eu/codelist/CommodityCodeValue/turquoise uranium uranium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/uranium uraniumOxide uranium oxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/uraniumOxide vanadium vanadium (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vanadium vanadiumOresAndConcentrates vanadium Ores And Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vanadiumOresAndConcentrates vanadiumMetal vanadium Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vanadiumMetal vanadiumPentoxide vanadium pentoxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vanadiumPentoxide variscite variscite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/variscite vermiculite vermiculite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vermiculite vesuvianite vesuvianite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/vesuvianite whiteFiringClay white-firing clay http://inspire.ec.europa.eu/codelist/CommodityCodeValue/whiteFiringClay wollastonite wollastonite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/wollastonite xenotimeGemstone xenotime-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/xenotimeGemstone ytterbium ytterbium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/ytterbium yttrium yttrium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/yttrium yttriumOxide yttriumOxide http://inspire.ec.europa.eu/codelist/CommodityCodeValue/yttriumOxide zeolite zeolite http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zeolite zinc zinc (mine production) http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zinc zincOresAndConcentrates zinc Ores And Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zincOresAndConcentrates zincSlab zinc Slab http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zincSlab zincUnwrought zinc Unwrought http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zincUnwrought

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Commodity Code name url

zincUnwroughtAlloys zinc Unwrought Alloys http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zincUnwroughtAlloys zircon zircon http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zircon zirconGemstone zircon-gemstone http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zirconGemstone zirconia zirconia http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zirconia zirconium zirconium http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zirconium zirconiumConcentrates zirconium Concentrates http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zirconiumConcentrates zirconiumMetal zirconium Metal http://inspire.ec.europa.eu/codelist/CommodityCodeValue/zirconiumMetal

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