effects of climate change and spatial characteristics on urban heat island in chiang mai
DESCRIPTION
ผลกระทบการเปลี่ยนแปลงภูมิอากาศกับลักษณะเชิงพื้นที่ต่อปรากฎการณ์เกาะความร้อนเมืองในเขตเมืองเชียงใหม่ (Effects of Climate Change and Spatial Characteristics on Urban Heat Island in Chiang Mai Metropolitan Area, Thailand) มานัส ศรีวณิช The 1st Climate Thailand Conference 2010:National Risks and Opportunities in Global Climate Changes (Link: http://www.conference.tgo.or.th/) ABSTRACT: Chiang Mai Metropolitan Area (CMMA) is the largest city in northern of Thailand, experiencing rapid urbanization that has resulted in remarkable the urban heat island (UHI) effect which will be sure to influence the regional climate, environment, and socio-economic development. In this study, we review the use of thermal remote sensing in the study of urban climates, focusing primarily on the UHI effect and an integrated remote sensing-based approach to investigate the spatial characteristics of urban thermal environment. The LANDSAT ETM+ images from 2000 and 2006 were utilized to assess the surface urban heat island (SUHI) which will be further analyzed by investigating the relationships with several urban environment and development indices including; the Normalized Difference Vegetation Index (NDVI), Normalized Difference Water Index (NDWI), Density of Building (DenBldg), Floor Area Ratio (FAR) and Building Coverage Ratio (BCR) in the urban area of CMMA. Results show that the SUHI effect has become more prominent in areas with rapid urbanization in CMMA. It was found that the average of SUHI (Mean±S.D.) in the center of CMMA was about 20.52±1.05˚C in 2000, but this difference jumped to 28.08±1.50˚C in 2006. This could lead to an intensified the UHI effect in the urban areas. In order to analyze the relationship between surface temperatures with the spatial characteristic indices, the results of the correlation can understand impacts of the configuration and composition of spatial characteristics on local thermal environment which was the basic information for finding the reduction methods of urban temperature and the establishment of environmentally friendly urban planning in the future. Overall, remote sensing technology was an effective approach for monitoring and analyzing urban growth patterns and evaluating their impacts on urban climates.TRANSCRIPT
ผลกระทบการเปล ีย่นแปลงภูมอิากาศกบัลกัษณะเชงิพ ืน้ท ีต่่อปรากฏการณ์เกาะความร้อนเมอืงในเขตเมอืงเชยีงใหม่
Effects of Climate Change and Spatial Characteristics on Urban Heat Island in Chiang Mai Metropolitan Area, Thailand
The 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
19 – 21 August 2010 IMPACT Exhibition and Convention Center
BANGKOK, THAILAND
น ำเสนอโดย
อำจำรยม์ำนัส ศรีวณิช คณะสถำปัตยกรรมศำสตรแ์ละกำรผงัเมอืง มหำวิทยำลยัธรรมศำสตร(์ศนูยร์งัสิต)
E-mail: [email protected]
ปรากฏการณ์เกาะความร้อนเมือง (Urban Heat Island :UHI)?
Figure 1: A stylized cross-section of a typical urban heat island (from Oke, 1978) Source: http://www.sc.edu/acmooregarden/UrbanHeatIslands.htm
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
“การท่ีอุณหภูมิท่ีช้ันอากาศใกล้พืน้ดิน ในเขตชุมชนเมืองสูงกว่าพืน้ท่ีโดยรอบท่ีเป็นเขตกสิกรรมและพืน้ท่ีปกคลมุด้วยป่าไม้ ประมาณ 2-5 องศาเซลเซียส”
Fig. Schematic depiction of radiation and energy fluxes over an urban and a rural area on a clear day. source: adapted from Oke, T. 1988, The urban energy balance, Progress in Physical Geography.
กระบวนการเกิดปรากฏการณ์เกาะความร้อนเมือง
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
วตัถปุระสงคข์องการวิจยั (Objectives)
1. เพ่ือติดตามสถานการณ์อุณหภมิูพ้ืนผิวเมือง (Surface Urban Heat Island: SUHI) ของเมืองเชียงใหม่ดว้ยวธีิการประยกุตใ์ชเ้ทคโนโลยดีา้นการส ารวจระยะไกล (Remote Sensing) จากขอ้มูลคล่ืนอินฟราเรดความร้อน (Thermal Infrared Band) ดาวเทียม LANDSAT
2. ศึกษาปัจจยัความสัมพนัธ์ระหวา่งอุณหภมิูพ้ืนผิวกบัปัจจยัเชิงพ้ืนท่ีไดแ้ก่ ดชันีผลต่างพืชพรรณ (NDVI), ดชันีผลต่างน ้า (NDWI), ตวับ่งช้ีค่าระดบัความหนาแน่นของเมืองโดยใช ้F.A.R. และ B.C.R.
3. ใชเ้ป็นขอ้มูลพ้ืนฐานส าหรับการก าหนดมาตรการลดอุณหภมิูพ้ืนผวิและการวางแผนเมืองท่ีเป็นมิตรต่อส่ิงแวดลอ้มต่อไป
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
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พื้นทีศึ่กษา: เมืองเชียงใหม่และอ าเภอข้างเคียง
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
พฒันำกำรกำรขยำยตวัของเมืองเชียงใหม่
RTSD Aerial Photo 1954/2497 QuickBird Satellite 2008/2551
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
RTSD Aerial Photo 1954/2497
RTSD Aerial Photo 1975/2518
QuickBird Satellite 2008/2551
ส่ีแยกกลางเวยีง ภาพถ่ายทางอากาศ เม่ือ พ.ศ. 2512 , โดย บุญเสริม สาตราภยั
ภาพถ่ายทางอากาศ ทางซา้ยมือของภาพคือกาดหลวง, โดย บุญเสริม สาตราภยั
ภาพถ่ายทางอากาศ บริเวณตลาดวโรรสและศาลเจา้ปุนเถา้กง เม่ือ พ.ศ.2515, โดย บุญเสริม สาตราภยั
พ.ศ.2552 ท่ีมา:ชมรมร่มบินเชียงใหม่ http://www.chiangmaiparamotor.com
พ.ศ. 2552 ท่ีมา:ชมรมร่มบินเชียงใหม่ http://www.chiangmaiparamotor.com
RTSD Aerial Photo 1975/2518 QuickBird Satellite 2008/2551
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
การสูญเสียตน้ไมใ้หญ่ท่ีถูกตดัโค่นเพ่ือการก่อสร้างในเขตพ้ืนท่ีเมืองเชียงใหม่
ตน้ฉ าฉาสองฝ่ังถนนสายเชียงใหม่-สันก าแพง เม่ือ พ.ศ.2515,โดย บุญเสริม สาตราภยั
ตน้ฉ าฉาสองฝ่ังถนนสายเชียงใหม่-สนัก าแพง
QuickBird Satellite 2008/2551
QuickBird Satellite 2008/2551
Air
Tem
pera
ture
(C
els
ius)
Date/Time
Urban
Rural สถานีท่าแพ ต.ช้างคลาน อ.เมืองเชียงใหม่
สถานีดอยสะเกด็ ต.เชิงดอย อ.ดอยสะเกด็
ท่ีมา: ข้อมลูอากาศประเทศไทย http://www.thaiweather.net
Wet Season Dry Season Dry Season
ความแตกต่างของอุณหภูมิอากาศในเขตเมืองเชียงใหม่กับนอกเขตเมืองในปี พ.ศ. 2552
Urban Heat Island Intensity
Urban Heat Island Intensity
Extend detail
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
0
5
10
15
20
25
30
35
40
45
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
ความแตกต่างของอุณหภมูอิากาศระหว่างวันช่วงที่เกดิปรากฎการณ์เกาะความร้อน
Rural
Air
Tem
pe
ratu
re
(Cels
ius)
Heat Is
land
Inte
nsity
I February25,2009 I February 26,2009 I
Urban
Sunset Sunrise Sunset Sunrise
CLUHIT ru
Daytime Daytime Nighttime Nighttime Nighttime
ท่ีมา: ข้อมลูอากาศประเทศไทย http://www.thaiweather.net
Date/Time (hrs.)
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
Characteristics of Landsat ETM+ (Enhanced Thematic Mapper Plus) Imagery of Chiang Mai, Thailand. February18,2006.
a. Band1 (0.450-0.515µm) b. Band2 (0.525-0.605µm) c. Band3 (0.603-0.690µm) d. Band4 (0.750-0.900µm)
Visible Blue Visible Green Visible Red Near Infrared
e. Band5 (1.550-1.750µm) f. Band6 (10.40-12.50µm) g. Band7 (2.080-2.350µm)
Middle Infrared Thermal Infrared Middle Infrared
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
METHODOLOGY AND PROCESSING OF SATELLITE DATA
LANDSAT ETM+
Satellite images
March 5th, 2000 and February 18th, 2006
Thermal Infrared
Band (10.4–12.5 m) or Band 6
Conversion of digital
numbers to absolute radiance value
surface temperature in Celsius (˚C)
Radiometric and Geometric correction
Normalized difference vegetation index (NDVI)
Spectral reflectance
in ETM+ red (band3)
and near-infrared (band4)
spectral reflectance
of near-infrared
band (band4) and
mid-infrared band (band5)
redNIR
redNIR
RR
RRNDVI
MIRNIR
MIRNIR
RR
RRNDWI
Normalized difference water index (NDWI)
Relationship between urban thermal environment and spatial characteristics
(correlation analysis and scatter diagram)
GIS Vector Data
Scale 1:4,000
Building Layers Survey in 2006
Spatial Pattern Analysis
(Quadrat Count Methods) 500 x 500 meters
Calculate floor area
ratio (F.A.R.) and
building coverage ratio (B.C.R.)
(Source: Department of
Public Works and Town & Country Planning)
(2)Ground-level
(3)Roof-top (4)Surface UHI (as
viewed by remote
sensor)
(1)Bird’s-eye
or plan view
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
อุณหภมูิพืน้ทีผ่ิว (Surface Urban Heat Island: SUHI)?
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an
LS
T (
Cen
tigra
de
)
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an
LS
T (
Cen
tigra
de
)
The unit space for spatial analysis was
built by 500m×500m GRID
การวเิคราะห์สหสัมพันธ์ร่วมกับระบบสารสนเทศภมูศิาสตร์ (GIS)
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
แนวโน้มและทศิการขยายตัวของเมืองเชียงใหม่
(a.) ปี พ.ศ. 2543 (b.) ปี พ.ศ. 2549
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
2 0 2
Kilo m eter s
Building Density
(Number of Build ing per Grid)
Retrieved from GIS data, Source: DTC P,T hailand
Grid Size: 500m.x500m.
Less than 100
101 - 200
201 - 300
301 - 400
401 - 500
More than 500
การกระจายตัวของอาคารบ้านเรือนในเขตเมืองเชียงใหม่และพืน้ทีโ่ดยรอบ
2 0 2
Kilo m eter s
Floor Area Ratio (FAR)
0.0 - 0.2
0.2 - 0.4
0.4 - 0.6
0.6 - 0.8
0.8 - 1.0
1.0 - 1.5
Retrieved from GIS data, Source: DTC P,Thailand
Grid Size: 500m.x500m.
2 0 2
Kilo m eter s
Building Coverage Ratio (BCR):
(Percentage)
Statistics; M ax im um =48.00, M ean=6.89
Grid S ize: 500m .x500m .
Less than 10
10 - 15
15 - 25
25 - 30
30 - 35
Over than 35
สดัส่วนพ้ืนทีอ่าคารคลมุดินกบัระดบัความหนาแน่นของเมืองในพ้ืนทีศึ่กษา
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
(a.) สดัสว่นพืน้ท่ีอาคารคลมุดิน (b.) ระดบัความหนาแน่นของเมือง
สดัส่วนพ้ืนทีอ่าคารคลมุดินกบัระดบัความหนาแน่นของเมืองในเขตเมืองเชียงใหม่
(a.) สดัสว่นพืน้ท่ีอาคารคลมุดิน (b.) ระดบัความหนาแน่นของเมือง
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
การประเมินความสมบรูณ์ของพืชพรรณจากการค านวณหาดชันีผลต่างพืชพรรณ (Normalized Difference Vegetation Index: NDVI)
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
1
2
3
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
สถานการณ์การเปลีย่นแปลงของความสมบรูณ์พืชพรรณในเขตพ้ืนทีเ่มืองเชียงใหม่
1
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
2 โรงเรียนปรินส์รอย์
ย่านวดัเกตการาม
รร.รถไฟ
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
3
คลองแม่
ข่า
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
การประเมินความชุ่มช้ืนจากการค านวณหาดชันีผลต่างน ้ าในเขตพ้ืนทีศึ่กษา (Normalized Difference Water Index: NDWI)
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
สถานการณ์การเปลีย่นแปลงความชุ่มช้ืนของน ้ าในเขตพ้ืนทีเ่มืองเชียงใหม่
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
การประเมินสถานการณ์การเปลีย่นแปลงอณุหภมิูพ้ืนผิวในเขตพ้ืนทีศึ่กษา (Surface Urban Heat Island: SUHI)
(a.) มนีาคม พ.ศ.2543 (b.) กุมภาพนัธ ์พ.ศ.2549
ย่านวัดเกตุ
ย่านสันป่าข่อย
ย่านช้างเผือก
ย่านวัวลาย สนามบินเชียงใหม่
การเคหะฯหนองหอย
ย่านวิทยาลัยครู
รพ.สวนดอก ย่านกาดหลวง
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
Surface Urban Heat Island (SUHI)
LST 2006LST 2006LST 2000LST 2000
Distance (meters)
76600
34
.59
24
.96
500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 6500 7000
29
.96
A B
Su
rfa
ce T
em
pera
ture
C
en
tigra
de
)
LST2000
LST2006
Distance (meters)
76600
34
.59
24
.96
500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 6500 7000
29
.96
A B
Surf
ace T
em
pera
ture
C
entigra
de)
Distance (meters)
76600
34
.59
24
.96
500 1000 1500 2000 2500 3000 3500 4000 4500 5000 5500 6000 6500 7000
29
.96
A B
Surf
ace T
em
pera
ture
C
entigra
de)
0.2
23
-0.4
26
ND
VI / N
DW
I
LST NDVI
NDWI
A B
สนามบินเชียงใหม่
ในเขตคูเมืองเชียงใหม่
คาร์ฟร์ู
ยา่นวดัเกตุ สวนบวกหาด
ยา่นสนัป่าข่อย ยา่นววัลาย
ตลาดตน้ล าไย ยา่นประตูเชียงใหม่
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
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1.000 406.000 811.000
Building Density
Y = 26.1868939 + 0.0052722X
R-Squared = 0.2250
22.651
25.228
27.805
30.382
32.959
Mean L
ST
(C
entigra
de)
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0.00000 0.72500 1.45000
FAR
Y = 26.3296847 + 3.9614258XR-Squared = 0.2525
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.30000 0.03500 0.37000
Mean NDVI
Y = 26.4673345 - 8.6954943XR-Squared = 0.3230
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.40000 -0.13000 0.14000
Mean NDWI
Y = 23.8166632 - 16.6466089XR-Squared = 0.7565
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
(a) (b)
(d)(c)
(e)
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
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1.000 406.000 811.000
Building Density
Y = 26.1868939 + 0.0052722X
R-Squared = 0.2250
22.651
25.228
27.805
30.382
32.959
Mean L
ST
(C
entigra
de)
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0.00000 0.72500 1.45000
FAR
Y = 26.3296847 + 3.9614258XR-Squared = 0.2525
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.30000 0.03500 0.37000
Mean NDVI
Y = 26.4673345 - 8.6954943XR-Squared = 0.3230
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.40000 -0.13000 0.14000
Mean NDWI
Y = 23.8166632 - 16.6466089XR-Squared = 0.7565
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
(a) (b)
(d)(c)
(e)
Land Surface Temperature (LST)
Normalized Difference
Vegetation Index (NDVI)
Normalized Difference
Water Index (NDWI)
Correlation Analysis between land surface
temperature (LST), NDVI and NDWI
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
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1.000 406.000 811.000
Building Density
Y = 26.1868939 + 0.0052722X
R-Squared = 0.2250
22.651
25.228
27.805
30.382
32.959
Mean L
ST
(C
entigra
de)
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0.00000 0.72500 1.45000
FAR
Y = 26.3296847 + 3.9614258XR-Squared = 0.2525
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.30000 0.03500 0.37000
Mean NDVI
Y = 26.4673345 - 8.6954943XR-Squared = 0.3230
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.40000 -0.13000 0.14000
Mean NDWI
Y = 23.8166632 - 16.6466089XR-Squared = 0.7565
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
(a) (b)
(d)(c)
(e)
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
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1.000 406.000 811.000
Building Density
Y = 26.1868939 + 0.0052722X
R-Squared = 0.2250
22.651
25.228
27.805
30.382
32.959
Mean L
ST
(C
entigra
de)
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0.00000 0.72500 1.45000
FAR
Y = 26.3296847 + 3.9614258XR-Squared = 0.2525
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.30000 0.03500 0.37000
Mean NDVI
Y = 26.4673345 - 8.6954943XR-Squared = 0.3230
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.40000 -0.13000 0.14000
Mean NDWI
Y = 23.8166632 - 16.6466089XR-Squared = 0.7565
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
(a) (b)
(d)(c)
(e)
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0.00000 24.00000 48.00000
BCR
Y = 26.1594809 + 0.0881972X
R-Squared = 0.3097
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
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1.000 406.000 811.000
Building Density
Y = 26.1868939 + 0.0052722X
R-Squared = 0.2250
22.651
25.228
27.805
30.382
32.959
Mean L
ST
(C
entigra
de)
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0.00000 0.72500 1.45000
FAR
Y = 26.3296847 + 3.9614258XR-Squared = 0.2525
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.30000 0.03500 0.37000
Mean NDVI
Y = 26.4673345 - 8.6954943XR-Squared = 0.3230
22.65100
25.22800
27.80500
30.38200
32.95900
Mean L
ST
(C
entigra
de)
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-0.40000 -0.13000 0.14000
Mean NDWI
Y = 23.8166632 - 16.6466089XR-Squared = 0.7565
22.65100
25.22800
27.80500
30.38200
32.95900
Me
an L
ST
(C
en
tig
rad
e)
(a) (b)
(d)(c)
(e)
Land Surface Temperature (LST)
Floor Area Ratio (FAR)
Building Coverage Ratio (BCR)
Density of Building
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
Correlation Analysis between land surface temperature
(LST), F.A.R. and B.C.R.
ตลาดวโรรส
วดัแสนฝาง
ตลาดวโรรส
วดัแสนฝาง
Chiang mai Business Park Chiang mai Business Park
มาตรการลดอณุหภูมิพืน้ผิวและการวางแผนเมืองที่
เป็นมิตรต่อส่ิงแวดล้อม
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
Parking Lot Shade
Cool Roofing
หลงัคาเขียว (Green roof)
ศ. เดชา บญุค า้, แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
หลงัคาเขียว (Green roof)
Fukuoka, Japan
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
ก าแพงเขียว (Green walls)
การปกคลุมผนงัอาคารดา้นถูกแดดดว้ยพืชพรรณ
ตน้ไมจ้ะลดการแผรั่งสีดว้ยการดูดซบัพลงังานแสงแดดและคายน ้าเพื่อท าความเยน็
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
แนวคดิเชิงการผงัเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
แนวคดิเชิงการผังเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
แนวคดิเชิงการผังเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
แนวคดิเชิงการผังเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
แนวคดิเชิงการผังเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
แนวคดิเชิงการผังเมือง (ความสัมพนัธ์ระหว่างความหนาแน่นกบัทีเ่ว้นว่าง)
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
การแบ่งขัน้ตอนการพฒันาทางกายภาพ
การพัฒนาระยะแรก การพัฒนาระยะกลาง การพัฒนาระยะสุดท้าย ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
หมู่บ้าน Ballwin Hills ในนครลอสแองเจลลิส พ.ศ. 2472
ศ. เดชา บุญค า้ , แนวคิดการเพ่ิมพืน้ท่ีสีเขียวในภาคธุรกิจเอกชน: 2552
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
THE 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
จบการน าเสนอ, ขอบคุณทุกท่านครบั.
เสนอโดย อาจารยม์านสั ศรีวณิช คณะสถาปัตยกรรมศาสตร์และการผงัเมือง มหาวทิยาลยัธรรมศาสตร์
The 1st Climate Thailand Conference 2010:
National Risks and Opportunities in Global Climate Changes
19 – 21 August 2010 IMPACT Exhibition and Convention Center