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ÂÛÎÄ£ºComparison of sampling designs for estimating deforestation from Landsat TM and MODIS imagery: a case study in Mato Grosso, Brazil
·¢±íÆÚ¿¯£ºScientific World Journal
DOI£ºhttp://dx.doi.org/10.1155/2014/919456
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sunshan4379: ½ð±Ò+8, ¸ÐлӦÖú£¡ 2014-11-26 16:17:48
sunshan4379: LS-EPI+1, ¸ÐлӦÖú£¡ 2014-11-26 16:19:09
Comparison of Sampling Designs for Estimating Deforestation from Landsat TM and MODIS Imagery: A Case Study in Mato Grosso, Brazil

×÷Õß:Zhu, SY (Zhu, Shanyou)[ 1 ] ; Zhang, HL (Zhang, Hailong)[ 1 ] ; Liu, RG (Liu, Ronggao)[ 2 ] ; Cao, Y (Cao, Yun)[ 1 ] ; Zhang, GX (Zhang, Guixin)[ 1 ]

SCIENTIFIC WORLD JOURNAL

ÎÄÏ׺Å: 919456

DOI: 10.1155/2014/919456

³ö°æÄê: 2014

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Sampling designs are commonly used to estimate deforestation over large areas, but comparisons between different sampling strategies are required. Using PRODES deforestation data as a reference, deforestation in the state of Mato Grosso in Brazil from 2005 to 2006 is evaluated using Landsat imagery and a nearly synchronous MODIS dataset. The MODIS-derived deforestation is used to assist in sampling and extrapolation. Three sampling designs are compared according to the estimated deforestation of the entire study area based on simple extrapolation and linear regression models. The results show that stratified sampling for strata construction and sample allocation using the MODIS-derived deforestation hotspots provided more precise estimations than simple random and systematic sampling. Moreover, the relationship between the MODIS-derived and TM-derived deforestation provides a precise estimate of the total deforestation area as well as the distribution of deforestation in each block.
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KeyWords Plus:FOREST DISTURBANCE DETECTION; TROPICAL DEFORESTATION; SATELLITE DATA; COVER; AMAZON; STRATEGIES; VEGETATION; RECORD
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ͨѶ×÷ÕßµØÖ·: Zhu, SY (ͨѶ×÷Õß)
[ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ]         Nanjing Univ Informat Sci & Technol, Sch Remote Sensing, Nanjing 210044, Jiangsu, Peoples R China.

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[ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ]         [ 1 ] Nanjing Univ Informat Sci & Technol, Sch Remote Sensing, Nanjing 210044, Jiangsu, Peoples R China
[ÏÔʾÔöÇ¿×éÖ¯ÐÅÏ¢µÄÃû³Æ]         [ 2 ] Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Beijing 100101, Peoples R China

µç×ÓÓʼþµØÖ·:zsyzgx@163.com
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Chinese 973 Project        
2010CB950701
Natural Science Foundation of China        
41001289
41201369
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HINDAWI PUBLISHING CORPORATION, 410 PARK AVENUE, 15TH FLOOR, #287 PMB, NEW YORK, NY 10022 USA
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Ñо¿·½Ïò:Science & Technology - Other Topics

Web of Science Àà±ð:Multidisciplinary Sciences
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ÎÄÏ×ÀàÐÍ:Article

ÓïÖÖ:English

Èë²ØºÅ: WOS:000343579300001

ISSN: 1537-744X
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    Impact Factor (Ó°ÏìÒò×Ó): Journal Citation Reports®

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2Â¥: Originally posted by muse at 2014-11-26 10:09:40
Comparison of Sampling Designs for Estimating Deforestation from Landsat TM and MODIS Imagery: A Case Study in Mato Grosso, Brazil

×÷Õß:Zhu, SY (Zhu, Shanyou) ; Zhang, HL (Zhang, Hailong) ; Liu, R ...

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3Â¥2014-11-26 10:22:20
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zsyzgx: ½ð±Ò+10, ¡ï¡ï¡ïºÜÓаïÖú 2014-11-26 11:20:22
sunshan4379: ½ð±Ò-8, ÐüÉÍÓ¦·¢·Å¸øµÚÒ»¸öÍê³ÉÓ¦ÖúÕߣ¬ÕâÀïÊջؽ±Àø£¬ÍûÀí½â£¡ 2014-11-26 16:17:32
sunshan4379: ½ð±Ò+3, ¸ÐлӦÖú£¡ 2014-11-26 16:18:06
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3Â¥: Originally posted by zsyzgx at 2014-11-26 10:22:20
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