32
New York City Urban Heat Island "Reconnaissance": Preliminary Findings On Street Trees, Parks and Various Urban Surfaces Using Mobile Sensors Stuart Gaffin, Cynthia Rosenzweig, Lily Parshall Center for Climate Systems Research Columbia University 2880 Broadway New York, NY 10025

New York City Urban Heat Island "Reconnaissance": Preliminary

  • Upload
    hadan

  • View
    221

  • Download
    3

Embed Size (px)

Citation preview

Page 1: New York City Urban Heat Island "Reconnaissance": Preliminary

New York City Urban Heat Island "Reconnaissance":

Preliminary Findings On Street Trees, Parks and Various Urban Surfaces Using Mobile

Sensors

Stuart Gaffin, Cynthia Rosenzweig, Lily Parshall

Center for Climate Systems ResearchColumbia University

2880 BroadwayNew York, NY 10025

Page 2: New York City Urban Heat Island "Reconnaissance": Preliminary

Central Park temperatures 1900-present (upper)23 suburban and rural stations 1900-1997(lower)

7

8

9

10

11

12

13

14

15

1901 1911 1921 1931 1941 1951 1961 1971 1981 1991 2001

Slope CP = +.14 Degrees C Per DecadeAnnual Temperature (C)

Slope ME = +.109 Degrees C Per Decade

Page 3: New York City Urban Heat Island "Reconnaissance": Preliminary

New York City’s Urban Heat Island – Two Different Views

“Air Temperature Island “ “ Surface Temperature Island”

NASA/GISS Climate Impacts Group

Temperature (C)< 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52

1 km Satellite Skin Temperature August 14th, 2002, 10:30 am

Temperature (F)77 77.5 78 78.5 79 79.5 80 80.5 81 81.5 82 82.5

!(

!(

!(

!(

!(

!( !(

!(

!(

!(

!(

!(

!(

!( !(

!( !(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!( !(

!(

!(

!(

!(

!(

!(

!( !(

!( !(

!(

!(

!(

!(

!(

!(

!(

82

77

82

78.7

80.4

79.8

77.6

78.7

83.776.5

78.276.5

84.3

81.5

78.2

79.8

75.9

81.582.6

77.6

80.4

80.4

80.9

76.5

KW RI

KTTN

KTEB

KSWF

KSMQ

KPOU

KOXC

KNYCKMMU

KMGJ

KLGA

KJFK

KISP

KHVN

KHPN

KFWN

KFR GKEW R

KDXR

KCDW

KBLM

KBD R

K12N

NWS Observed Temperatures August 14th, 2002 6 AM

NASA/GISS Clim ate Impacts Group

Surface Temperature August 14, 2002,

10:30 AM

NASA/GISS Climate Impacts Group NASA/GISS Climate Impacts Group

Air Temperature August 14, 2002,

6:00 AM

Temperature (F)77 77.5 78 78.5 79 79.5 80 80.5 81 81.5 82 82.5

!(

!(

!(

!(

!(

!( !(

!(

!(

!(

!(

!(

!(

!( !(

!( !(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!(

!( !(

!(

!(

!(

!(

!(

!(

!( !(

!( !(

!(

!(

!(

!(

!(

!(

!(

82

77

82

78.7

80.4

79.8

77.6

78.7

83.776.5

78.276.5

84.3

81.5

78.2

79.8

75.9

81.582.6

77.6

80.4

80.4

80.9

76.5

KWRI

KTTN

KTEB

KSWF

KSMQ

KPOU

KOXC

KNYCKMMU

KMGJ

KLGA

KJFK

KISP

KHVN

KHPN

KFWN

KFRGKEWR

KDXR

KCDW

KBLM

KBDR

K12N

NWS Observed Temperatures August 14th, 2002 6 AM

NASA/GISS Climate Impacts Group

<75 82.4 89.6 96.8 104 111.2 118.4 125.6 Temperature (F)

Page 4: New York City Urban Heat Island "Reconnaissance": Preliminary

New York City’s UHI Signaldata from 1997-98

(Gedzleman et al, 2003)

Page 5: New York City Urban Heat Island "Reconnaissance": Preliminary

Aug 14 10:30 AM Landsat Surface Temperature Map (30-60 meter resolution)

Page 6: New York City Urban Heat Island "Reconnaissance": Preliminary

Can Identify Daytime Urban Hot Spots

(Image taken Aug. 14th, 2002 10:30AM)

Page 7: New York City Urban Heat Island "Reconnaissance": Preliminary

Merge thermal data with satellite imagery (courtesy of Google EarthTM)

Page 8: New York City Urban Heat Island "Reconnaissance": Preliminary

Visit Individual Sites for Further Recon

Page 9: New York City Urban Heat Island "Reconnaissance": Preliminary

Summer 2006 Recon Goals

• Gather scientific data to advise a forthcoming NYSERDA Bronx Tree Planting Program.

• Determine whether we can detect cooling effects of trees on air temperatures.

• Detect cooling effects of trees within streets.• Detect cooling effects of trees between streets.• Detect cooling effects of different species and

planting arrangements and clusterings.

Page 10: New York City Urban Heat Island "Reconnaissance": Preliminary

Measurements We Planned For

• Surface temperatures

• Air temperatures (e.g. 2-meter)

• Longwave emissivity

• Albedo (shortwave “emissivity”)

Page 11: New York City Urban Heat Island "Reconnaissance": Preliminary

Surface Energy Balance

Shortwave down (solar + diffuse)

Shortwavereflected

Longwave down (the greenhouse effect)

Sensible heat loss(air convection) Longwave up

re-emittedLatent heat loss(evapo-transpiration)

Heat conduction downward or upward(into/from room interior)

Page 12: New York City Urban Heat Island "Reconnaissance": Preliminary

Instruments Purchased from Thermoworks.com

$24.00

has adjustable emissivity

$160.00 forSolar radiometer$99.00

_______________________________

Total for 2 sets is $250.00

+ $160 for the transmittor

+ $295 for the console_____________________

$ 615.00 total

Page 13: New York City Urban Heat Island "Reconnaissance": Preliminary

Principle for Determining LongwaveEmissivity Є with an adjustable emissivity on

IR gun

Tsurf from IR readingfor a given Є

Adjust Є on IR gun to matchTsurf from contact probe

Page 14: New York City Urban Heat Island "Reconnaissance": Preliminary

Having Surface IR Thermometer and Air Thermometer in one unit was very efficient for sampling

We were not able to get the adjustableemissivity to get a match between the surface contact thermometer and the IR thermometer

Page 15: New York City Urban Heat Island "Reconnaissance": Preliminary

Portable Albedo Meter Can Be Cumbersome & Requires MoreTime to Do Extensive Sampling

sidewalk albedo only ~ 0.15

Page 16: New York City Urban Heat Island "Reconnaissance": Preliminary

Sites Visited During Summer• Harlem, W122nd, July 7• Central Park AM & PM July 10• Bruner and Grace Ave, Bronx July 12, 13• W111th & W113th, July 17 (heat wave 1)• W111th & W112th, July 18 (heat wave 1)• E222nd & E223 St, Bronx, July 19• Radcliffe & Paulding, Bronx, July 24• PS144 and PS180 Playgrounds, July 25, 26• Morningside Park Albedo Measurements, Aug 1

Page 17: New York City Urban Heat Island "Reconnaissance": Preliminary

Central Park Traverses July 10, 2006

7-10-06 Central park Morning Air Temp

75

76

77

78

79

80

81

73.95573.9673.96573.9773.97573.9873.985 Long. W

Tem

p (d

egre

es F

)

7-10-06 Central Park Evening Air Temps

77

78

79

80

81

82

83

84

73.95573.9673.96573.9773.97573.9873.985 Long. W

Air

Tem

p (d

eg. F

)

10:30 AM Morning Traverse 9:00 PM Evening Traverse

Began 10:30 Ended ~noon Began 9 pm Ended ~10 pm

Page 18: New York City Urban Heat Island "Reconnaissance": Preliminary

Bruner & Grace Ave’s, BronxJuly 13, 2006 1:30 pm

Page 19: New York City Urban Heat Island "Reconnaissance": Preliminary

Bruner and Grace Avenues, 7-13-06

y = 0.0701x + 76.027R2 = 0.458

y = 0.0695x + 76.071R2 = 0.705

80.5

81

81.5

82

82.5

83

83.5

70 75 80 85 90 95 100

surface temp (deg F)

air t

emp

bru

gra

Line

Line

Page 20: New York City Urban Heat Island "Reconnaissance": Preliminary

Air temperature vs. Surface temperatureAll Daytime Data From All Sites

y = 0.0857x + 74.994R2 = 0.4362

y = 0.015x + 93.242R2 = 0.014

75

80

85

90

95

100

105

68 78 88 98 108 118 128 138 148

Surface Temp

Air T

emp

non heatw

heatwave

Linear (non

Linear (hea

Page 21: New York City Urban Heat Island "Reconnaissance": Preliminary

Central Park Nightime Correlation

y = 0.2487x + 60.107R2 = 0.3304

y = 0.1884x + 64.605R2 = 0.3052

77.0

78.0

79.0

80.0

81.0

82.0

83.0

84.0

72 74 76 78 80 82 84 86 88 90

Surface Temp

Air

Tem

p Surface 2 and Air 2Surface 1 and Air 1Linear (Surface 1 and Air 1)Linear (Surface 2 and Air 2)

Page 22: New York City Urban Heat Island "Reconnaissance": Preliminary

Preliminary Findings on Surface and Air Temperature and Surface Albedo’s at the PS180 Redesigned Playground and the

PS144 “Old” Playground

Stuart Gaffin1, Renee Whitehead2, Cecil D. Corbin-Mark3

1Center for Climate Systems Research and 2Urban Design LabColumbia University

3WE ACT – West Harlem Environmental Action Coalition271 West 125th Street Suite 308

Page 23: New York City Urban Heat Island "Reconnaissance": Preliminary

PS144 Playground

Page 24: New York City Urban Heat Island "Reconnaissance": Preliminary

PS 180 Playground

Page 25: New York City Urban Heat Island "Reconnaissance": Preliminary

PS180 Playground Prior to Redesign

Page 26: New York City Urban Heat Island "Reconnaissance": Preliminary

Measurements

• Surface and (2-meter) Air Temperatures• Taken every “5 paces” during 3-4

traverses along playground area• Simultaneous Readings for about 30-40

minutes in the early afternoon (12:30 to 1:30 pm for example.)

• Albedo readings of different surfaces

Page 27: New York City Urban Heat Island "Reconnaissance": Preliminary

July 26, 2006 Surface & Air Temperatures at the 2 PlaygroundsExcluding Rubber Mat

y = 0.1426x + 68.736R2 = 0.1839

y = 0.0477x + 81.685R2 = 0.2302

82

83

84

85

86

87

88

89

90

95 105 115 125 135 145

surface (deg F)

air (

deg

F)

PS144 “Old Playground” PS180 “New Playground”

Page 28: New York City Urban Heat Island "Reconnaissance": Preliminary

AlbedosAsphalt (weathered)- .11

Asphalt (blue)- .15

Red Track- .25

Page 29: New York City Urban Heat Island "Reconnaissance": Preliminary

Albedos

Asphalt (new)- .07

Astroturf - .07

Grass - .34

Page 30: New York City Urban Heat Island "Reconnaissance": Preliminary

Summary of AlbedosAsphalt (weathered)

.11

Asphalt (new) .07

Asphalt (blue paint)

.15

Red Track .25

Astroturf .07

Grass .34

Green Roof (St. Simon StockSchool Bronx)

~.2

Page 31: New York City Urban Heat Island "Reconnaissance": Preliminary

Albedo Readings of Various Surfaces

albedo = 7.3 %

albedo = 7.2 %

albedo = 15.5 %

albedo = 11.5 %albedo = 25.6 %

Page 32: New York City Urban Heat Island "Reconnaissance": Preliminary

Summary• RS Thermal Maps: Landsat surface temperature map combined with visible surface imagery is a

powerful tool for initial urban heat island reconnaissance. Simply visiting sites selected from the map gave many additional insights into UHI daytime causation (e.g. importance of land and roof slopes, building orientation, and facades).

• Instruments: Combined surface and air temperature probes were very efficient for doing extensive mobile sampling. The emissivity probe strategy did not work and needs follow-up with the manufacturers. The portable albedo meter is cumbersome and not easy for extensive sampling in parallel with temperature readings

• Field Methods: Having two separate teams with instruments was essential for testing hypotheses.

• Park Cool Island: We saw a clear Central Park cool island effect at night.

• Within- Street Tree Cooling: We are able to detect a clear within street cooling of air temperatures from tree shade.

• Between-Street Tree Cooling: It will be much more difficult to ascribe between street differences in temperature to specific causes including vegetation fraction. To detect optimal urban vegetation strategies will require careful control for between-street variations in building stock, pavement, traffic, anthropogenic heat, etc.

• Surface and Air Data Regression: We found a linear regression between surface air temperatures such that for every 10 degrees F that surface temperature drops due to tree shade and albedo, air temperatures statistically drop between 0.1 to 0.8 degrees F during the day. During the night the correlation appears to be stronger

• Artificial Sports Turf: Among the hottest surfaces we encountered. It may be worth opening discussions with manufactures to discuss alternative pigments (NIR) to lower temperatures.