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Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen Trendafilov, Fordham U.

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Page 1: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915

Jason Barr, Rutgers U.Troy Tassier, Fordham U.

Rossen Trendafilov, Fordham U.

Page 2: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen
Page 3: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Outline of Talk

The “Debate”: Geology and the Spatial Distribution of Activity Summary of Conclusions Manhattan:

Skyscrapers: 1890-1915 Geology and geography The “Great Leap”

Results Costs Location Choices Some evidence on workers residence locations

Extras (if time) Pictures Some Geological History

Page 4: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

The Skyline

Why do we observe two clusters of skyscrapers in Manhattan and not one continuous one?

Why did builders “jump” from downtown to midtown?

What role did bedrock play in the location of skyscrapers?

How sensitive were building decisions to changes in bedrock depths?

Page 5: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Causation or Correlation?“[N]ear New York University, the surface bedrock drops appreciably—up to several hundred feet below the street level. Farther south…it comes again to within about one hundred feet of the surface. Dividing Manhattan into the ‘downtown’ and ‘midtown’ districts….That is to say, the skyscrapers of New York City are clustered together into the midtown group, where the bedrock is within several feet of the surface, and the downtown group, where the bedrock again reappears to within forty feet of the surface near Wall Street. In any event, it is readily seen how clearly the accessibility of the bedrock has, to some degree, controlled the architectural planning of the city.”

From The Geology of New York City and Environs, C. J. Schuberth © 1968, pps. 81-82. Emphasis added by me.

Page 6: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Conclusions Depth to bedrock appears to have had, at

best, a modest effect on the distribution of skyscrapers.

Some evidence of bedrock effect within downtown.

Jump was driven by: Transportation hubs. Avoidance of dense residential and

manufacturing districts. Readjustment to be near white collar workers.

Page 7: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Manhattan Geology

Page 8: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Manhattan Skyscrapers and Non-skyscrapers (1915)

Page 9: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Skyscraper Technology Here skyscraper: 80 meters or taller (about

20 stories). First NYC skyscraper 1889: 11 stories. Pulitzer World Building (1890), 20 stories,

94 meters.

Steel skeleton. Elevator with safety break. Caissons to anchor building to bedrock.

Page 10: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Skyscrapers and Bedrock After a certain height, a building had

to be anchored to bedrock so as to prevent (possible uneven) settling.

If two buildings have the same total area, but one had three stories and the second had 20 stories, only the second building would need to be anchored.

Page 11: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Skyscrapers Statistics, 1890-1915

Page 12: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Depth to Bedrock (1915)

100 feet

Page 13: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

-100%

-70%

-40%

-10%

20%

50%

80%

40.706 40.708 40.711 40.715 40.719 40.725 40.732 40.739 40.744 40.752 40.755 40.763

Avg. Relative Building Height Avg. Relative Bedrock Depth

Latitude (Degrees)

=>=>=North=>=>

Building Heights and Bedrock Depths Relative to Street Level

“100 feet”

Page 14: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

The “Great Leap”: Location of Skyscrapers over Time

Page 15: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Population Movement: Manhattan Residents above 40th Street

Page 16: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Demographic Locations, 1890

-55

-35

-15

5

25

45

65

40.7 40.71 40.72 40.73 40.74 40.75 40.76 40.77

% White with two native parents % Foreign Bedrock depth

Page 17: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

The El’s (1890): # El’s w/in ½ mile radius of each lot

Page 18: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Model Description Office-based firms have a demand for height, where

height (space) is input into production. Demand is function of agglomeration benefits and office

rent. Developers supply height based on office rents and cost

of construction Equilibrium height is function of agglomeration effects

and cost of anchoring to bedrock. jcjAhh ,*

xβx Ghh )|Pr( *

Page 19: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Example: Agglom. Benefits Large, Bedrock Costs Larger

Bedrock not relevant, as agglom. benefits fade away

hbar

Distance from Center

hbar

Building height Building

height

Distance from Center

Bedrock a barrier

Page 20: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Construction Cost Data

Fuller Construction Company 53 large commercial projects in

Manhattan, 1899-1915 Data Collected:

Total Construction Costs Depth to Bedrock Building Height Building Volume Index of Brick Costs

Page 21: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Construction Costs Descriptive Stats.

Page 22: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Regression Results

Page 23: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Cost Effects

Bedrock costs not relevant (even negative) for smaller projects. For larger projects, only a small fraction of total building costs.

Differences in land prices between the financial district and the bedrock valley were several hundred thousand dollars.

A skyscraper could have been built more cheaply in the bedrock valley than in the financial district when you consider the net effect of additional bedrock costs and land acquisition costs.

Page 24: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Cost Effects

For median skyscraper (21 stories), additional meter down increases costs by about $650 per meter.

A 1 st. dev. change in depth to bedrock from the average adds about ½%.

Largest skyscraper (32 stories) increases construction costs by about $9,000 for each 1 meter increase in the bedrock depth (7%).

Page 25: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Spatial Distribution: Data Skyscrapers: skyscraperpage.com & emporis.com Non-skyscrapers: randomly chosen lots. Heights checked against 1921 Land Book for

Manhattan. Bedrock: (1) Boring maps, (2) USGS contour maps. Population and Worker Density: Federal and State

Censuses. Land Values and Assessed Values: Reports from

the Tax Commissioners of NYC. Elevated Trains: El Maps from 1890. Demographics: 1890 Census.

Page 26: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen
Page 27: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Sanitation Districts,1890

Page 28: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Spatial Distribution: Data &Descriptive Statistics

1 hectare = 2.5 acres

Page 29: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Probit Results: Marginal effects on prob. of skyscraper on given plot of land

Page 30: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Predicted Probability of Skyscraper holding bedrock constant

Page 31: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Difference in Predicted Probabilities with and without Bedrock Variable vs. Latitude (Pred P with BR - Pred P w/o BR)

Page 32: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Trow’s NYC Directory, 1892 Collected data on job and home

address for 5000 workers. 4878 were living in Manhattan. Created job categories (in part

based on 1890 census).

Page 33: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Trow’s NYC Directory, 1892

Job Category Freq. PercentManufacturing 1,724 35.3Domestic service 667 13.7Transportation 582 11.9Clerk 577 11.8Sales 503 10.3Professional service 354 7.3Protection 154 3.2FIRE 98 2.0Agents and Collectors 87 1.8Peddlers 80 1.6Managers and Foreman 52 1.1Total 4,878 100

Page 34: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Trow’s NYC Directory, 1892

Rank Job Freq. Percent1 Clerk 577 11.82 Laborer 361 7.43 Tailor 254 5.24 Driver 226 4.65 Carpenter 167 3.46 Painter 122 2.57 Engineer 108 2.28 Lawyer 90 1.99 Cutter 88 1.8

10 Smith 87 1.8

Top 10 Jobs

Page 35: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Distribution of Sample

Page 36: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Location of skyscrapers 1890-1915

Page 37: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

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Location of workers in Finance, Insurance and Real Estate (FIRE)

Page 38: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

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Location of FIRE and Professional Workers

Page 39: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

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Laborers (green),FIRE (yellow), Professional (blue)

Page 40: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

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Workers in Manufacturing Jobs

Page 41: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Conclusions Regarding Bedrock Effect H1: Insurmountable barrier after some depth.Refuted by scatter plot. H2: Economically not viable after some point Refuted by cost regressions. H3: Tipping Point EffectRefuted by predicted skyline based on

holding bedrock constant. H4: Little or No Effect.Consistent with regressions and predicted

skyline.

Page 42: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Conclusions Readjustment to new spatial

equilibrium: “Edge City” formation. Population Movement. Factory and Slum “flight.” Transportation Hubs. Other Economic Factors.

Page 43: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Appendix I: Pictures

Page 44: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Tribune Building (1875)

“The brick piers of the exterior walls had to be enormously thick in the lower part of the building to bear the weight of the stories above.” (Landau and Condit)“The nine-story height insured that the tower would be taller than any existing New York office building and was thus neither an arbitrary choice of height nor one based on the functional space requirements of the newspaper. The design of the Tribune building was primarily governed by the enhanced public image that would be garnered for the newspaper and only tangentially by the potential economic benefits of building tall” (Wallace 2006)

Page 45: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Home Insurance Building (1885), Chicago

10 stories of 138 feet (42 m)

Page 46: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

The Tower Building (1889):New York’s first “skyscraper”

11 Stories

Page 47: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Cass Gilbert: The skyscraper “is a machine that makes the land pay” (ER, 1900).

F.W. Woolworth: “I do not want a mere building, I want something that will be an ornament to the city'' (NY Times, 1910).

Ego or Economics?

Page 48: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Pulitzer’s World Building, 1890

20 stories, 94 meters

Page 49: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

NY Times Building (1904)25, stories, 111 metersThe Flatiron (1902), The Flatiron (1902),

22, 87 meters22, 87 meters

Page 50: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Woolworth Building (1913)

57 stories, 241 meters.

Page 51: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Equitable Building (1915)

40 Stories, 164 meters

Page 52: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Appendix II: Geological History 500 MYA: NYC bedrock began as muds

and sands deposited in the Iapetus Ocean (off coast of what is now N. Am.).

Due to compaction they became sedimentary rocks.

440 MYA: Plate tectonics closed this ocean; massive island chain collided into N. Am.

Page 53: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

Geological History Cont. Sedimentary rocks became folded and

deformed and were buried deep within a mountain range called the Taconic Mountains (akin to Himalayas).

Mountain range weight metamorphized sedimentary rock to schist and gneiss.

Erosion has worn these mountains away leaving current bedrock.

Page 54: Geology versus Agglomeration: Bedrock Depth and the Formation of the Manhattan Skyline, 1890-1915 Jason Barr, Rutgers U. Troy Tassier, Fordham U. Rossen

The Last Ice Age

During the Pleistocene epoch (the Ice Age: about 1.8 million years ago to 8,000 years ago), large ice sheets bulldozed the landscape. Rocks within the glaciers scraped and scratched the bedrock of Central Park producing long linear striations and grooves. Long Island is composed of rubble that the glacier left behind as it melted.http://research.amnh.org/eps/nycgeology