Regional land cover mapping and change detection in Central Asia using MODIS time-series

[1]  S. Dech,et al.  The relationship between precipitation anomalies and satellite-derived vegetation activity in Central Asia , 2013 .

[2]  Stefan Dech,et al.  Remote sensing of snow – a review of available methods , 2012 .

[3]  Stefan Dech,et al.  Derivation of biomass information for semi-arid areas using remote-sensing data , 2012 .

[4]  A. C. Seijmonsbergen,et al.  Optimizing land cover classification accuracy for change detection, a combined pixel-based and object-based approach in a mountainous area in Mexico , 2012 .

[5]  Damien Arvor,et al.  Analyzing the agricultural transition in Mato Grosso, Brazil, using satellite-derived indices , 2012 .

[6]  René R. Colditz,et al.  Land cover classification with coarse spatial resolution data to derive continuous and discrete maps for complex regions , 2011 .

[7]  Christopher Conrad,et al.  Temporal segmentation of MODIS time series for improving crop classification in Central Asian irrigation systems , 2011 .

[8]  Steffen Gebhardt,et al.  Remote Sensing of Mangrove Ecosystems: A Review , 2011, Remote. Sens..

[9]  O. El-Kawy,et al.  Land use and land cover change detection in the western Nile delta of Egypt using remote sensing data , 2011 .

[10]  Guoqing Sun,et al.  Hierarchical mapping of Northern Eurasian land cover using MODIS data , 2011 .

[11]  H. Wehrden,et al.  Inter-annual rainfall variability in Central Asia – A contribution to the discussion on the importance of environmental stochasticity in drylands , 2010 .

[12]  J. Schellberg,et al.  Ground and satellite based assessment of rangeland management in sub-tropical Argentina , 2010 .

[13]  Damien Sulla-Menashe,et al.  MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets , 2010 .

[14]  G. Henebry,et al.  Climate and environmental change in arid Central Asia: impacts, vulnerability, and adaptations. , 2009 .

[15]  Martin Herold,et al.  On the Suitability of MODIS Time Series Metrics to Map Vegetation Types in Dry Savanna Ecosystems: A Case Study in the Kalahari of NE Namibia , 2009, Remote. Sens..

[16]  Christopher Conrad,et al.  Towards an automated estimation of vegetation cover fractions on multiple scales: Examples of Eastern and Southern Africa , 2009 .

[17]  Martin Kappas,et al.  Inter-Annual Changes in Vegetation Activities and Their Relationship to Temperature and Precipitation in Central Asia from 1982 to 2003 , 2008 .

[18]  Tal Svoray,et al.  Assessing land-cover change and degradation in the Central Asian deserts using satellite image processing and geostatistical methods , 2008 .

[19]  M. Kappas,et al.  Management of Environmental Quality : An International Journal Emerald Article : A remote sensing based monitoring system for discrimination between climate and human-induced vegetation change in Central Asia , 2012 .

[20]  Martin Herold,et al.  Some challenges in global land cover mapping : An assessment of agreement and accuracy in existing 1 km datasets , 2008 .

[21]  Irina Forkutsa,et al.  Groundwater table and salinity: Spatial and temporal distribution and influence on soil salinization in Khorezm region (Uzbekistan, Aral Sea Basin) , 2007 .

[22]  Sotiris B. Kotsiantis,et al.  Supervised Machine Learning: A Review of Classification Techniques , 2007, Informatica.

[23]  P. Micklin The Aral Sea Disaster , 2007 .

[24]  P. J. Cowan Geographic usage of the terms Middle Asia and Central Asia , 2007 .

[25]  Martin Jung,et al.  Exploiting synergies of global land cover products for carbon cycle modeling , 2006 .

[26]  C. Tucker,et al.  Recent trends in vegetation dynamics in the African Sahel and their relationship to climate , 2005 .

[27]  A. Kostianoy,et al.  Inter-annual variability and interaction of remote-sensed vegetation index and atmospheric precipitation in the Aral Sea region , 2005 .

[28]  Jonathan M. Adams,et al.  Impacts of Climate and Land-cover Changes in Arid Lands of Central Asia , 2005 .

[29]  A. Belward,et al.  GLC2000: a new approach to global land cover mapping from Earth observation data , 2005 .

[30]  Chandra Giri,et al.  A comparative analysis of the Global Land Cover 2000 and MODIS land cover data sets , 2005 .

[31]  G. Henebry,et al.  Land surface phenology, climatic variation, and institutional change: Analyzing agricultural land cover change in Kazakhstan , 2004 .

[32]  J. Townshend,et al.  Global Percent Tree Cover at a Spatial Resolution of 500 Meters: First Results of the MODIS Vegetation Continuous Fields Algorithm , 2003 .

[33]  K. Maharjan,et al.  The Effects of Altitude on Crop Farming and Cash Crop Use in Ilam District: Some Implications for Agricultural Policy , 2003 .

[34]  E. J. Milner-Gulland,et al.  Rangeland degradation in Kazakhstan during the Soviet era: re-examining the evidence , 2003 .

[35]  A. Roth,et al.  The shuttle radar topography mission—a new class of digital elevation models acquired by spaceborne radar , 2003 .

[36]  K. Price,et al.  Temporal responses of NDVI to precipitation and temperature in the central Great Plains, USA , 2003 .

[37]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[38]  Alan H. Strahler,et al.  Global land cover mapping from MODIS: algorithms and early results , 2002 .

[39]  Antonio Di Gregorio,et al.  Parametric land cover and land-use classifications as tools for environmental change detection , 2002 .

[40]  Giles M. Foody,et al.  Status of land cover classification accuracy assessment , 2002 .

[41]  Shu Tao,et al.  Relations between AVHRR NDVI and ecoclimatic parameters in China , 2002 .

[42]  G. Powell,et al.  Terrestrial Ecoregions of the World: A New Map of Life on Earth , 2001 .

[43]  Jonathan Cheung-Wai Chan,et al.  Multiple Criteria for Evaluating Machine Learning Algorithms for Land Cover Classification from Satellite Data , 2000 .

[44]  Igor S. Zonn,et al.  Irrigation expansion and dynamics of desertification in the Circum-Aral region of Central Asia , 2000 .

[45]  Russell G. Congalton,et al.  Assessing the accuracy of remotely sensed data : principles and practices , 1998 .

[46]  Limin Yang,et al.  An analysis of relationships among climate forcing and time-integrated NDVI of grasslands over the U.S. northern and central Great Plains , 1998 .

[47]  Stephen V. Stehman,et al.  Design and Analysis for Thematic Map Accuracy Assessment: Fundamental Principles , 1998 .

[48]  R. DeFries,et al.  Classification trees: an alternative to traditional land cover classifiers , 1996 .

[49]  J. Ross Quinlan,et al.  Improved Use of Continuous Attributes in C4.5 , 1996, J. Artif. Intell. Res..

[50]  S. Nicholson,et al.  The influence of soil type on the relationships between NDVI, rainfall, and soil moisture in semiarid Botswana. I. NDVI response to rainfall , 1994 .

[51]  Jesslyn F. Brown,et al.  Measuring phenological variability from satellite imagery , 1994 .

[52]  J. Ross Quinlan,et al.  C4.5: Programs for Machine Learning , 1992 .

[53]  S. Nicholson,et al.  A comparison of the vegetation response to rainfall in the Sahel and East Africa, using normalized difference vegetation index from NOAA AVHRR , 1990 .

[54]  J. Ross Quinlan,et al.  Generating Production Rules from Decision Trees , 1987, IJCAI.

[55]  A. Ryabtsev Threats to Water Security in the Republic of Kazakhstan: The Transboundary Context and Possible Ways to Eliminate Them , 2011 .

[56]  H. Hollert,et al.  Aral Sea: An Ecological Disaster Zone with Impact on Human Health , 2011 .

[57]  V. Dukhovny,et al.  Water and Food Security in Central Asia , 2010 .

[58]  Peter Reinartz,et al.  Change Detection Tools , 2009 .

[59]  K. Sayre,et al.  Research Prospectus: A Vision for Sustainable Land Management Research in Central Asia. , 2009 .

[60]  Herath Manthrithilake,et al.  In Dukhovny, V.; Sokolov, V.; Manthrithilake, H. (Eds.). Integrated water resources management, from theory to real practicality: experience of Central Asia. Tashkent, Uzbekistan: Scientific Information Center, Interstate Commission for Water Coordination (SIC ICWC) , 2008 .

[61]  Christelle Vancutsem,et al.  GLOBCOVER : A 300 M Global Land Cover Product for 2005 using ENVISAT MERIS time series , 2006 .

[62]  J. R. Quinlan,et al.  Data Mining Tools See5 and C5.0 , 2004 .

[63]  J. Schiewe,et al.  SEGMENTATION OF HIGH-RESOLUTION REMOTELY SENSED DATA - CONCEPTS, APPLICATIONS AND PROBLEMS , 2002 .

[64]  J. Goldammer,et al.  Overview on forest fires in Kazakhstan , 2000 .

[65]  Arno Schäpe,et al.  Multiresolution Segmentation : an optimization approach for high quality multi-scale image segmentation , 2000 .

[66]  Y. Richard,et al.  A statistical study of NDVI sensitivity to seasonal and interannual rainfall variations in Southern Africa , 1998 .

[67]  Lars Eklundh,et al.  Estimating relations between AVHRR NDVI and rainfall in East Africa at 10-day and monthly time scales , 1998 .

[68]  William B. Meyer,et al.  HUMAN POPULATION GROWTH AND GLOBAL LAND-USE/COVER CHANGE , 1992 .