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Technical Commission VIII (B8)

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Bibliographic data

fullscreen: Technical Commission VIII (B8)

Multivolume work

Persistent identifier:
1663813779
Title:
XXII ISPRS Congress 2012
Sub title:
Melbourne, Australia, 25 August-1 September 2012
Year of publication:
2013
Place of publication:
Red Hook, NY
Publisher of the original:
Curran Associates, Inc.
Identifier (digital):
1663813779
Language:
English
Additional Notes:
Kongress-Thema: Imaging a sustainable future
Corporations:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Adapter:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Founder of work:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Other corporate:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Document type:
Multivolume work

Volume

Persistent identifier:
1663822514
Title:
Technical Commission VIII
Scope:
590 Seiten
Year of publication:
2014
Place of publication:
Red Hook, NY
Publisher of the original:
Curran Associates, Inc.
Identifier (digital):
1663822514
Illustration:
Illustrationen, Diagramme
Signature of the source:
ZS 312(39,B8)
Language:
English
Additional Notes:
Erscheinungsdatum des Originals ist ermittelt.
Literaturangaben
Usage licence:
Attribution 4.0 International (CC BY 4.0)
Editor:
Shortis, M.
Shimoda, H.
Cho, K.
Corporations:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Adapter:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Founder of work:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Other corporate:
International Society for Photogrammetry and Remote Sensing, Congress, 22., 2012, Melbourne
International Society for Photogrammetry and Remote Sensing
Publisher of the digital copy:
Technische Informationsbibliothek Hannover
Place of publication of the digital copy:
Hannover
Year of publication of the original:
2019
Document type:
Volume
Collection:
Earth sciences

Chapter

Title:
[VIII/6: Agriculture, Ecosystems and Bio-Diversity]
Document type:
Multivolume work
Structure type:
Chapter

Chapter

Title:
MODIS TIME SERIES FOR LAND USE CHANGE DETECTION IN FIELDS OF THE AMAZON SOY MORATORIUM J. Risso, B. F. T. Rudorff, M. Adami, A. P. D. Aguiar, R. M. Freitas
Document type:
Multivolume work
Structure type:
Chapter

Contents

Table of contents

  • XXII ISPRS Congress 2012
  • Technical Commission VIII (B8)
  • Cover
  • Title page
  • [Inhaltsverzeichnis]
  • [VIII/1:]
  • [VIII/2: Health]
  • [VIII/3: Atmosphere, Climate and Weather]
  • [VIII/4: Water]
  • [VIII/5: Energy and Solid Earth]
  • [VIII/6: Agriculture, Ecosystems and Bio-Diversity]
  • SATELLITE-BASED MEASUREMENTS FOR BENCHMARKING REGIONAL IRRIGATION PERFORMANCE IN GOULBURN-MURRAY CATCHMENT M. Abuzar, A. McAllister, D. Whitfield, K. Sheffield
  • REGIONALIZATION OF AGRICULTURAL MANAGEMENT BY USING THE MULTI-DATA APPROACH (MDA) G. Bareth and G. Waldhoff
  • PARTICIPATORY GIS FOR SOIL CONSERVATION IN PHEWA WATERSHED OF NEPAL Krishna Prasad Bhandari
  • ESTIMATING BIOCHEMICAL PARAMETERS OF TEA (CAMELLIA SINENSIS (L.)) USING HYPERSPECTRAL TECHNIQUES Meng Bian, Andrew K. Skidmore, Martin Schlerf, Yanfang Liu, Tiejun Wang
  • LOW-COST, ULTRA-HIGH SPATIAL AND TEMPORAL RESOLUTION MAPPING OF INTERTIDAL ROCK PLATFORMS Mitch Bryson, Matthew Johnson-Roberson and Richard Murphy
  • ASSESSMENT OF INDIAN CARBON CYCLE COMPONENTS USING EARTH OBSERVATION SYSTEMS AND GROUND INVENTORY V. K. Dadhwal
  • MAPPING THERMAL HABITAT OF ECTOTHERMS BASED ON BEHAVIORAL THERMOREGULATION IN A CONTROLLED THERMAL ENVIRONMENT Teng Fei, Andrew Skidmore, Yaolin Liu
  • THE ROLE OF REMOTE SENSING FOR SUSTAINABLE ELEPHANT MANAGEMENT IN SOUTH AFRICA. FOUR MEDIUM SIZED GAME RESERVES AS CASE STUDIES. M. Jordaan
  • GLOBAL MONITORING FOR FOOD SECURITY AND SUSTAINABLE LAND MANAGEMENT - RECENT ADVANCES OF REMOTE SENSING APPLICATIONS TO AFRICAN AND SIBERIAN SHOW CASES Klaus U. Komp, Carsten Haub
  • MONITORING SPATIAL PATTERNS OF VEGETATION PHENOLOGY IN AN AUSTRALIAN TROPICAL TRANSECT USING MODIS EVI Xuanlong Ma, Alfredo Huete, Qiang Yu, Kevin Davies, and Natalia Restrepo Coupe
  • DO ADDITIONAL BANDS (COASTAL, NIR-2, RED-EDGE AND YELLOW) IN WORLDVIEW-2 MULTISPECTRAL IMAGERY IMPROVE DISCRIMINATION OF AN INVASIVE TUSSOCK, BUFFEL GRASS (CENCHRUS CILIARIS)? Victoria Marshall, Megan Lewis, Bertram Ostendorf
  • ESTABLISHING CROP PRODUCTIVITY USING RADARSAT-2 H. McNairn, J. Shang, X. Jiao, B. Deschamps
  • TEMPORAL INDICES DATA FOR SPECIFIC CROP DISCRIMINATION USING FUZZY BASED NOISE CLASSIFIER Vijaya Musande, Anil Kumar, Karbhari Kale and P. S. Roy
  • EVALUATION OF WHEAT GROWTH MONITORING METHODS BASED ON HYPERSPECTRAL DATA OF LATER GRAIN FILLING AND HEADING STAGES IN WESTERN AUSTRALIA T. Nakanishi, Y. Imai, T. Morita, Y. Akamatsu, S. Odagawa, T. Takeda and O. Kashimura
  • PLANT SPECIES MONITORING IN THE CANARY ISLANDS USING WORLDVIEW-2 IMAGERY L. Nunez-Casillas, F. Micand, B. Somers, P. Brito, M. Arbelo
  • IMPACT OF THE ATATÜRK DAM LAKE ON AGRO-METEOROLOGICAL ASPECTS OF THE SOUTHEASTERN ANATOLIA REGION USING REMOTE SENSING AND GIS ANALYSIS O. Ozcan, B. Bookhagen, N. Musaoglu
  • SUBDIVISION OF PANTANAL QUATERNARY WETLANDS: MODIS NDVI TIME-SERIES IN THE INDIRECT DETECTION OF SEDIMENTS GRANULOMETRY N. C. Penatti & T. I. R. de Almeida
  • NDVI FROM ACTIVE OPTICAL SENSORS AS A MEASURE OF CANOPY COVER AND BIOMASS E. M. Perry, G. J. Fitzgerald, N. Poole, S. Craig, A. Whitlock
  • ESTIMATION OF VEGETATION HEIGHT THROUGH SATELLITE IMAGE TEXTURE ANALYSIS Z. I. Petrou, C. Tarantino, M. Adamo, P. Blonda, M. Petrou
  • IMPACT ASSESSMENT OF WATERSHED IN DESERT REGION V Madhava Rao, R R Hermon, P Kesava Rao, T Phanindra Kumar
  • SPECTRAL CHARACTERISTICS OF SELECTED HERMATYPIC CORALS FROM GULF OF KACHCHH, INDIA Nandini Ray Chaudhury
  • MODIS TIME SERIES FOR LAND USE CHANGE DETECTION IN FIELDS OF THE AMAZON SOY MORATORIUM J. Risso, B. F. T. Rudorff, M. Adami, A. P. D. Aguiar, R. M. Freitas
  • ANALYSING AND QUANTIFYING VEGETATION RESPONSES TO RAINFALL WITH HIGH RESOLUTION SPATIO-TEMPORAL TIME SERIES DATA FOR DIFFERENT ECOSYSTEMS AND ECOTONES IN QUEENSLAND M. Schmidt, T. Udelhoven
  • RIPARIAN VEGETATION STATUS AND RATES OF WATER USE FROM SATELLITE DATA K. Sheffield, M. Abuzar, D. Whitfield, A. McAllister, M. O'Connell
  • TWO-WAY SPATIAL EXTRAPOLATION AND VALIDATION ON ECOLOGICAL PATTERNS OF ELAEOCARPUS JAPONICUS BETWEEN MAIN WATERSHEDS IN HUISUN OF CENTRAL TAIWAN S. Y. Su, N. J. Lo, W. I Chang, K. Y. Huang
  • MONITORING OF AGRICULTURAL LANDSCAPE IN NORWAY H. G. Wallin, G. Engan
  • REMOTE-SENSING-BASED BIOPHYSICAL MODELS FOR ESTIMATING LAI OF IRRIGATED CROPS IN MURRY DARLING BASIN Indira Wittamperuma, Mohsin Hafeez, Mojtaba Pakparvar and John Louis
  • IMPLEMENTATION OF AN AGRICULTURAL ENVIRONMENTAL INFORMATION SYSTEM (AEIS) FOR THE SANJIANG PLAIN, NE-CHINA Q. Zhao, S. Brocks, V. Lenz-Wiedemann, Y. Miao, R. Jiang, X. Chen, F. Zhang, and G. Bareth
  • [VIII/7: Forestry]
  • [VIII/8: Land]
  • [VIII/9: Oceans]
  • [VIII/10: Cryosphere]
  • Cover

Full text

published a report in 2006 entitled “Eating Up the Amazon”. 
This report contained evidence that soy cultivated in deforested 
areas of the Amazon biome was exported to Europe and used to 
feed chicken to produce the “McNuggets” (Greenpeace, 2006). 
Given the impact of these actions on public opinion and the 
questions of European clients about the origin of Brazilian soy, 
the topic of deforestation began to be part of the soy traders' 
agenda. In this way, NGOs and Brazilian soy traders initiated a 
dialogue with the aim of defining a common agenda for 
stopping the advance of soy into the Amazon rainforest 
resulting in the Soy Moratorium that was signed on July 24. 
2006. This agreement requires that all soy cultivated in 
deforested areas (legal or illegal) after this date will not be 
commercialized by any company linked to the Brazilian 
Association of Vegetable Oil Industries (Associaçäo Brasileira 
das Indástrias de Óleo Vegetal - ABIOVE) and the National 
Association of Cereal Exporters (Associacdo Nacional dos 
Exportadores de Cereais - ANEC). The Soy Moratorium has 
been renewed annually and, since 2009, satellite images are 
being used for monitoring soy cultivation in deforested areas 
mapped by the Program for the Calculation of Deforestation in 
the Amazon (Programa de Cálculo do Desflorestamento da 
Amazónia - PRODES) (Rudorff et al., 2011). 
The monitoring method is based on the EVI2 time series from 
the MODIS sensor and the Crop Enhancement Index (CEI) 
approach (Rizzi et al., 2009). At the same time, images with 
improved spatial resolution from the AWIFS, LISS3, TM and 
ETM+ sensors are used to better identify and delineate the soy 
plantations within the deforested polygons (Rudorff et al, 
2012). In some instances the deforestation date is contested by 
the farmer and the visualization tool for EVI2 time series 
developed by INPE (Freitas et al., 2011) is used, together with 
TM images, to ensure the correct deforestation date whenever 
there is a conflict between PRODES data and the farmer 
argument. The visualization tool has been used to determine 
the exact period in which deforestation occurred. In addition, it 
allows the identification of various LUC patterns through the 
seasonal analyses of terrestrial targets (Adami et al., 2012). In 
this sense, the objective of this work is to use the MODIS/EVI2 
time series to identify the LUC patterns and trajectories of 
deforested areas within the Soy Moratorium context. 
2. STUDY AREA 
The study area is comprised by the Soy Moratorium polygons 
selected during the fourth year of monitoring (crop year 
2010/11). The selected polygons are from the PRODES years of 
2007 to 2010 within municipalities that produced more than 
5,000 ha of soy each in the previous crop year, and with an area 
higher than 25 ha (Rudorff et al., 2011). Figure 1 indicates the 
location of the Amazon biome and the states and municipalities 
monitored in crop year 2010/11. 
In crop year 2010/11, 3,571 polygons with a total area of 
375,500 ha were monitored. Of this total, soy plantations were 
found in 146 polygons corresponding to an area of 11,698 ha. 
3. MATERIAL AND METHODS 
The 3,571 deforested polygons were pre-evaluated with regards 
to size and compactness criteria to exclude those polygons that 
are too narrow or irregular. The compactness index (CI) is the 
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XXXIX-B8, 2012 
XXII ISPRS Congress, 25 August — 01 September 2012, Melbourne, Australia 
ratio between the perimeter and the square root of the area of 
the polygon. Higher IC values indicate more irregular 
geometries, while lower IC values indicate more regular 
geometries. A polygons to be selected should have IC less than 
9 for area greater than 40 ha, or IC less than 6 for area smaller 
than 40 ha. This procedure selected 1,971 polygons without soy 
and 91 polygons with soy. A subsample of 50 polygons was 
selected from each stratum: with and without soy. 
  
     
   
   
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Figure 1. Location of the study area. Adapted from Rudorff et 
al. (2011). 
In the next step, the subsampled polygons were evaluated with 
respect to LUC homogeneity. Very heterogeneous polygons 
represented an additional difficulty in the characterization of 
LUC patterns and transitions after deforestation. For the 
polygons without soy (first stratum), the evaluation was 
conducted based on variations in the EVI2 temporal profile of 
several MODIS pixels within the polygon. Each polygon 
rejected in this evaluation phase was replaced by another 
polygon. For the polygons with soy (second stratum) the 
homogeneity was evaluated based on land use information 
acquired from the aerial survey and available at: 
<http://www.abtove.com.br/ss_relatoriousol0 br.asp>. 
After the final selection of the 50 polygons from each stratum a 
central pixel of each polygon was selected to perform the 
MODIS/EVI2 time series profile analyses using the MODIS 
Time Series Visualization for Land Use and Cover Analysis 
(<https://www.dsr.inpe.br/laf/series/>) of the Remote Sensing 
Time Series Virtual Laboratory developed to integrate a large 
  
  
  
    
  
  
  
  
  
  
  
  
  
  
   
  
  
  
  
  
  
  
  
  
  
  
  
  
   
  
  
  
   
   
  
  
   
  
   
    
    
   
    
   
  
  
  
  
  
   
  
    
  
  
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