Explicitly Identifying the Desertification Change in CMREC Area Based on Multisource Remote Data

[1]  Shijie Wang,et al.  Assessing spatial-temporal evolution processes and driving forces of karst rocky desertification , 2019, Geocarto International.

[2]  Yang Hu,et al.  Land Cover Changes and Their Driving Mechanisms in Central Asia from 2001 to 2017 Supported by Google Earth Engine , 2019, Remote. Sens..

[3]  Xunming Wang,et al.  Roles of climate changes and human interventions in land degradation: a case study by net primary productivity analysis in China’s Shiyanghe Basin , 2011 .

[4]  Royston Goodacre,et al.  A comparison of different chemometrics approaches for the robust classification of electronic nose data , 2014, Analytical and Bioanalytical Chemistry.

[5]  A. Kurban,et al.  Monitoring the long-term desertification process and assessing the relative roles of its drivers in Central Asia , 2019, Ecological Indicators.

[6]  Roland Geerken,et al.  Assessment of rangeland degradation and development of a strategy for rehabilitation , 2004 .

[7]  Troy Sternberg,et al.  Contraction of the Gobi Desert, 2000-2012 , 2015, Remote. Sens..

[8]  Sam Drake,et al.  Desertification processes due to heavy grazing in sandy rangeland, Inner Mongolia , 2005 .

[9]  Maosheng Zhao,et al.  Improvements of the MODIS terrestrial gross and net primary production global data set , 2005 .

[10]  Cristina Noyola-Medrano,et al.  Assessing the progress of desertification of the southern edge of Chihuahuan Desert: A case study of San Luis Potosi Plateau , 2017, Journal of Geographical Sciences.

[11]  R. Reid,et al.  Opportunities to integrate herders’ indicators into formal rangeland monitoring: an example from Mongolia , 2019, Ecological applications : a publication of the Ecological Society of America.

[12]  David J. Ganz,et al.  Historical and Operational Monitoring of Surface Sediments in the Lower Mekong Basin Using Landsat and Google Earth Engine Cloud Computing , 2018, Remote. Sens..

[13]  Michael L. Roderick,et al.  The use of time-integrated NOAA NDVI data and rainfall to assess landscape degradation in the arid shrubland of Western Australia , 2003 .

[14]  Xiangqian Wang,et al.  The Construction and Application of an Aledo-NDVI Based Desertification Monitoring Model , 2011 .

[15]  Qiang Guo,et al.  Satellite Monitoring the Spatial-Temporal Dynamics of Desertification in Response to Climate Change and Human Activities across the Ordos Plateau, China , 2017, Remote. Sens..

[16]  Stephen D. Prince,et al.  Mapping land degradation by comparison of vegetation production to spatially derived estimates of potential production , 2008 .

[17]  B. Gao NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space , 1996 .

[18]  Jianping Huang,et al.  Accelerated dryland expansion under climate change , 2016 .

[19]  D. A. Gagliardini,et al.  Status of desertification in the Patagonian region: Assessment and mapping from satellite imagery , 1998 .

[20]  Y. Lian,et al.  Rocky desertification in Southwest China: Impacts, causes, and restoration , 2014 .

[21]  Miquel de Cáceres,et al.  Estimating daily meteorological data and downscaling climate models over landscapes , 2018, Environ. Model. Softw..

[22]  Emilio Chuvieco,et al.  Satellite remote sensing analysis to monitor desertification processes in the crop-rangeland boundary of Argentina , 2002 .

[23]  Uwe Soergel,et al.  Relevance assessment of full-waveform lidar data for urban area classification , 2011 .

[24]  Chunlai Zhang,et al.  Quantitative assessment of the relative roles of climate change and human activities in desertification processes on the Qinghai-Tibet Plateau based on net primary productivity , 2016 .

[25]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[26]  Ryan N. Engstrom,et al.  Land Cover Change in the Lower Yenisei River Using Dense Stacking of Landsat Imagery in Google Earth Engine , 2018, Remote. Sens..

[27]  Li Baoguo,et al.  Agricultural causes of desertification risk in Minqin, China. , 2006, Journal of environmental management.

[28]  C. Tucker,et al.  Expansion and Contraction of the Sahara Desert from 1980 to 1990 , 1991, Science.

[29]  D. Zhuang,et al.  Multi-scale quantitative assessment of the relative roles of climate change and human activities in desertification – A case study of the Ordos Plateau, China , 2010 .

[30]  Arnon Karnieli,et al.  Do vegetation indices provide a reliable indication of vegetation degradation? A case study in the Mongolian pastures , 2013 .

[31]  T. Yue,et al.  Scenarios of land cover in Eurasia under climate change , 2020, Journal of Geographical Sciences.

[32]  T. Downing,et al.  Global Desertification: Building a Science for Dryland Development , 2007, Science.

[33]  D. Roberts,et al.  Deriving Water Content of Chaparral Vegetation from AVIRIS Data , 2000 .

[34]  Mariam Akhtar-Schuster,et al.  Land degradation neutrality: The science-policy interface from the UNCCD to national implementation , 2019, Environmental Science & Policy.

[35]  Shengzhi Shao,et al.  Predictive geographical authentication of green tea with protected designation of origin using a random forest model , 2020 .

[36]  Lianwu Xie,et al.  Evaluation of soil fertility in the succession of karst rocky desertification using principal component analysis , 2014 .

[37]  Matthew F. McCabe,et al.  Effects of spatial aggregation on the multi-scale estimation of evapotranspiration , 2013 .

[38]  Huanjun Liu,et al.  Detecting and Assessing Nondominant Farmland Area with Long-Term MODIS Time Series Images , 2020, Remote. Sens..

[39]  T. Yue,et al.  Land-cover changes of biome transition zones in Loess Plateau of China , 2013 .

[40]  J. Tollefson,et al.  Earth summit: Rio report card , 2012, Nature.

[41]  Yaning Chen,et al.  The Natural Vegetation Responses to the Groundwater Change Resulting from Ecological Water Conveyances to the Lower Tarim River , 2007, Environmental monitoring and assessment.

[42]  Mojtaba Saboori,et al.  Combining multi-scale textural features from the panchromatic bands of high spatial resolution images with ANN and MLC classification algorithms to extract urban land uses , 2019, International Journal of Remote Sensing.

[43]  Zengxiang Zhang,et al.  Spatial patterns and driving forces of land use change in China during the early 21st century , 2010 .

[44]  Carlos Alberto Mastachi-Loza,et al.  Assessing desertification risk in the semi-arid highlands of central Mexico , 2015 .

[45]  T. Yue,et al.  Terrestrial ecosystem scenarios and their response to climate change in Eurasia , 2019, Science China Earth Sciences.

[46]  Woo-Kyun Lee,et al.  Assessment of land cover change and desertification using remote sensing technology in a local region of Mongolia , 2016 .

[47]  A. Huete,et al.  A Modified Soil Adjusted Vegetation Index , 1994 .

[48]  Tao Wang,et al.  Study of spatial distribution of sandy desertification in North China in recent 10 years , 2004 .

[49]  X. Xue,et al.  Dynamics of aeolian desertification and its driving forces in the Horqin Sandy Land, Northern China , 2014, Environmental Monitoring and Assessment.

[50]  T. McMahon,et al.  Updated world map of the Köppen-Geiger climate classification , 2007 .

[51]  Duanyang Xu,et al.  The dynamics of desertification in the farming-pastoral region of North China over the past 10 years and their relationship to climate change and human activity , 2014 .

[52]  Jinghu Pan,et al.  Extracting desertification from Landsat TM imagery based on spectral mixture analysis and Albedo-Vegetation feature space , 2013, Natural Hazards.

[53]  Jinwei Dong,et al.  Mapping paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine. , 2016, Remote sensing of environment.

[54]  Pamela A. Matson,et al.  HUMAN APPROPRIATION OF THE PRODUCTS OF PHOTOSYNTHESIS , 1986 .

[55]  Wei Zhou,et al.  Quantitative assessment of the individual contribution of climate and human factors to desertification in northwest China using net primary productivity as an indicator , 2015 .

[56]  Dirk Pflugmacher,et al.  Mapping the timing of cropland abandonment and recultivation in northern Kazakhstan using annual Landsat time series , 2018 .

[57]  T. Yue,et al.  Scenarios of land cover in Karst area of Southwestern China , 2015, Environmental Earth Sciences.

[58]  J. Evans,et al.  Discrimination between climate and human-induced dryland degradation. , 2004 .

[59]  Xunming Wang,et al.  Spatial differences of aeolian desertification responses to climate in arid Asia , 2017 .

[60]  Hongqi Zhang,et al.  Object‐Based Mapping of Karst Rocky Desertification using a Support Vector Machine , 2015 .