Wang, T.,
Yan, C.Z.,
Song, X.,
Xie, J.L.,
Monitoring Recent Trends in the Area of Aeolian Desertified Land Using
Landsat Images in China's Xinjiang Region,
PandRS(68), No. 1, March 2012, pp. 184-190.
Elsevier DOI
1204
Remote sensing; Xinjiang; Desertification; Trend analysis
BibRef
Higginbottom, T.P.[Thomas P.],
Symeonakis, E.[Elias],
Assessing Land Degradation and Desertification Using Vegetation Index
Data: Current Frameworks and Future Directions,
RS(6), No. 10, 2014, pp. 9552-9575.
DOI Link
1411
BibRef
Miao, L.J.[Li-Juan],
Ye, P.L.[Pei-Long],
He, B.[Bin],
Chen, L.[Lizi],
Cui, X.F.[Xue-Feng],
Future Climate Impact on the Desertification in the Dry Land Asia
Using AVHRR GIMMS NDVI3g Data,
RS(7), No. 4, 2015, pp. 3863-3877.
DOI Link
1505
BibRef
Ren, X.B.[Xiao-Bin],
Dong, Z.B.[Zhi-Bao],
Hu, G.Y.[Guang-Yin],
Zhang, D.H.[Dong-Hai],
Li, Q.[Qing],
A GIS-Based Assessment of Vulnerability to Aeolian Desertification in
the Source Areas of the Yangtze and Yellow Rivers,
RS(8), No. 8, 2016, pp. 626.
DOI Link
1609
BibRef
Paz-Kagan, T.[Tarin],
Panov, N.[Natalya],
Shachak, M.[Moshe],
Zaady, E.[Eli],
Karnieli, A.[Arnon],
Structural Changes of Desertified and Managed Shrubland Landscapes in
Response to Drought: Spectral, Spatial and Temporal Analyses,
RS(6), No. 9, 2014, pp. 8134-8164.
DOI Link
1410
BibRef
Guo, Q.A.[Qi-Ang],
Fu, B.[Bihong],
Shi, P.[Pilong],
Cudahy, T.[Thomas],
Zhang, J.[Jing],
Xu, H.[Huan],
Satellite Monitoring the Spatial-Temporal Dynamics of Desertification
in Response to Climate Change and Human Activities across the Ordos
Plateau, China,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link
1706
BibRef
Djeddaoui, F.[Farid],
Chadli, M.[Mohammed],
Gloaguen, R.[Richard],
Desertification Susceptibility Mapping Using Logistic Regression
Analysis in the Djelfa Area, Algeria,
RS(9), No. 10, 2017, pp. xx-yy.
DOI Link
1711
BibRef
Wei, H.S.[Hai-Shuo],
Wang, J.[Juanle],
Cheng, K.[Kai],
Li, G.[Ge],
Ochir, A.[Altansukh],
Davaasuren, D.[Davaadorj],
Chonokhuu, S.[Sonomdagva],
Desertification Information Extraction Based on Feature Space
Combinations on the Mongolian Plateau,
RS(10), No. 10, 2018, pp. xx-yy.
DOI Link
1811
BibRef
Lamqadem, A.A.[Atman Ait],
Saber, H.[Hafid],
Pradhan, B.[Biswajeet],
Quantitative Assessment of Desertification in an Arid Oasis Using
Remote Sensing Data and Spectral Index Techniques,
RS(10), No. 12, 2018, pp. xx-yy.
DOI Link
1901
BibRef
Fan, Z.[Zemeng],
Li, S.[Saibo],
Fang, H.Y.[Hai-Yan],
Explicitly Identifying the Desertification Change in CMREC Area Based
on Multisource Remote Data,
RS(12), No. 19, 2020, pp. xx-yy.
DOI Link
2010
BibRef
Chen, A.[Ang],
Yang, X.[Xiuchun],
Xu, B.[Bin],
Jin, Y.X.[Yun-Xiang],
Guo, J.[Jian],
Xing, X.Y.[Xiao-Yu],
Yang, D.[Dong],
Wang, P.[Ping],
Zhu, L.[Libo],
Monitoring the Spatiotemporal Dynamics of Aeolian Desertification
Using Google Earth Engine,
RS(13), No. 9, 2021, pp. xx-yy.
DOI Link
2105
BibRef
Pu, J.W.[Jun-Wei],
Zhao, X.Q.[Xiao-Qing],
Dong, P.L.[Pin-Liang],
Wang, Q.[Qian],
Yue, Q.F.[Qi-Fa],
Extracting Information on Rocky Desertification from Satellite
Images: A Comparative Study,
RS(13), No. 13, 2021, pp. xx-yy.
DOI Link
2107
BibRef
Qian, C.H.[Chun-Hua],
Qiang, H.Q.[He-Qun],
Wang, F.[Feng],
Li, M.Y.[Ming-Yang],
Optimization of Rocky Desertification Classification Model Based on
Vegetation Type and Seasonal Characteristic,
RS(13), No. 15, 2021, pp. xx-yy.
DOI Link
2108
BibRef
Song, Y.B.[Yu-Bin],
Zheng, H.W.[Hong-Wei],
Chen, X.[Xi],
Bao, A.[Anming],
Lei, J.Q.[Jia-Qiang],
Xu, W.Q.[Wen-Qiang],
Luo, G.[Geping],
Guan, Q.[Qing],
Desertification Extraction Based on a Microwave Backscattering
Contribution Decomposition Model at the Dry Bottom of the Aral Sea,
RS(13), No. 23, 2021, pp. xx-yy.
DOI Link
2112
BibRef
Qian, C.H.[Chun-Hua],
Qiang, H.Q.[He-Qun],
Qin, C.Y.[Chang-You],
Wang, Z.[Zi],
Li, M.Y.[Ming-Yang],
Spatiotemporal Evolution Analysis and Future Scenario Prediction of
Rocky Desertification in a Subtropical Karst Region,
RS(14), No. 2, 2022, pp. xx-yy.
DOI Link
2201
BibRef
Li, J.[Jie],
Wu, W.C.[Wei-Cheng],
Fu, X.[Xiao],
Jiang, J.H.[Jing-Heng],
Liu, Y.X.[Yi-Xuan],
Zhang, M.[Ming],
Zhou, X.T.[Xiao-Ting],
Ke, X.X.[Xin-Xin],
He, Y.C.[Ye-Cheng],
Li, W.J.[Wen-Jing],
Zhou, C.[Cuimin],
Li, Y.[Yuan],
Song, Y.F.[Yi-Fei],
Yang, H.L.[Hong-Li],
Tu, Q.H.[Qi-Hong],
Assessment of the Effectiveness of Sand-Control and Desertification
in the Mu Us Desert, China,
RS(14), No. 4, 2022, pp. xx-yy.
DOI Link
2202
BibRef
Wang, J.[Jun],
Yang, X.M.[Xiao-Mei],
Wang, Z.H.[Zhi-Hua],
Cheng, H.B.[Hong-Bin],
Kang, J.M.[Jun-Mei],
Tang, H.T.[Hong-Tao],
Li, Y.[Yan],
Bian, Z.P.[Zong-Pan],
Bai, Z.[Zhuoli],
Consistency Analysis and Accuracy Assessment of Three Global
Ten-Meter Land Cover Products in Rocky Desertification Region:
A Case Study of Southwest China,
IJGI(11), No. 3, 2022, pp. xx-yy.
DOI Link
2204
BibRef
Yao, L.L.[Ling-Ling],
Lv, M.[Minjuan],
Li, T.[Tao],
Wang, D.H.[Dong-Hua],
Cao, X.S.[Xiao-Shu],
Exploring the Evolution of the Accessibility of Educational
Facilities and Its Influencing Factors in Mountainous Areas: A Case
Study of the Rocky Desertification Area in Yunnan, Guangxi, and
Guizhou,
IJGI(11), No. 5, 2022, pp. xx-yy.
DOI Link
2206
BibRef
Guo, B.[Bing],
Yang, F.[Fei],
Fan, J.[Junfu],
Lu, Y.F.[Yue-Feng],
The Changes of Spatiotemporal Pattern of Rocky Desertification and
Its Dominant Driving Factors in Typical Karst Mountainous Areas under
the Background of Global Change,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link
2206
BibRef
Feng, K.[Kun],
Wang, T.[Tao],
Liu, S.[Shulin],
Kang, W.P.[Wen-Ping],
Chen, X.[Xiang],
Guo, Z.C.[Zi-Chen],
Zhi, Y.[Ying],
Monitoring Desertification Using Machine-Learning Techniques with
Multiple Indicators Derived from MODIS Images in Mu Us Sandy Land,
China,
RS(14), No. 11, 2022, pp. xx-yy.
DOI Link
2206
BibRef
Wang, Y.F.[Yong-Fang],
Guo, E.[Enliang],
Kang, Y.[Yao],
Ma, H.W.[Hao-Wen],
Assessment of Land Desertification and Its Drivers on the Mongolian
Plateau Using Intensity Analysis and the Geographical Detector
Technique,
RS(14), No. 24, 2022, pp. xx-yy.
DOI Link
2212
BibRef
Yi, Y.[Yang],
Shi, M.C.[Ming-Chang],
Wu, J.[Jie],
Yang, N.[Na],
Zhang, C.[Chen],
Yi, X.D.[Xiao-Ding],
Spatio-Temporal Patterns and Driving Forces of Desertification in
Otindag Sandy Land, Inner Mongolia, China, in Recent 30 Years,
RS(15), No. 1, 2023, pp. xx-yy.
DOI Link
2301
BibRef
Ren, Y.[Yu],
Liu, X.J.[Xiang-Jun],
Zhang, B.[Bo],
Chen, X.[Xidong],
Sensitivity Assessment of Land Desertification in China Based on
Multi-Source Remote Sensing,
RS(15), No. 10, 2023, pp. xx-yy.
DOI Link
2306
BibRef
Curcio, M.[Matías],
Irisarri, G.[Gonzalo],
Martínez, G.G.[Guillermo García],
Oesterheld, M.[Martín],
Trends of Aboveground Net Primary Productivity of Patagonian Meadows,
the Omitted Ecosystem in Desertification Studies,
RS(15), No. 10, 2023, pp. xx-yy.
DOI Link
2306
BibRef
Cai, J.[Jun],
Yu, W.[Wanyang],
Fang, Q.[Qian],
Zi, R.[Ruyi],
Fang, F.[Fayong],
Zhao, L.[Longshan],
Extraction of Rocky Desertification Information in the Karst Area
Based on the Red-NIR-SWIR Spectral Feature Space,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link
2307
BibRef
Ngabire, M.[Maurice],
Wang, T.[Tao],
Liao, J.[Jie],
Sahbeni, G.[Ghada],
Quantitative Analysis of Desertification-Driving Mechanisms in the
Shiyang River Basin: Examining Interactive Effects of Key Factors
through the Geographic Detector Model,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link
2307
BibRef
Liu, Z.J.[Zi-Jin],
Si, J.H.[Jian-Hua],
Deng, Y.F.[Yan-Fang],
Jia, B.[Bing],
Li, X.R.[Xin-Rong],
He, X.H.[Xiao-Hui],
Zhou, D.[Dongmeng],
Wang, C.L.[Chun-Lin],
Zhu, X.L.[Xing-Lin],
Qin, J.[Jie],
Ndayambaza, B.[Boniface],
Wang, B.Y.[Bo-Yang],
Assessment of Land Desertification and Its Drivers in Semi-Arid
Alpine Mountains: A Case Study of the Qilian Mountains Region,
Northwest China,
RS(15), No. 15, 2023, pp. xx-yy.
DOI Link
2308
BibRef
Xie, J.L.[Jia-Li],
Lu, Z.X.[Zhi-Xiang],
Xiao, S.C.[Sheng-Chun],
Yan, C.Z.[Chang-Zhen],
The Latest Desertification Process and Its Driving Force in Alxa
League from 2000 to 2020,
RS(15), No. 19, 2023, pp. 4867.
DOI Link
2310
BibRef
Li, J.B.[Jing-Bo],
Cao, C.X.[Chun-Xiang],
Xu, M.[Min],
Yang, X.W.[Xin-Wei],
Gao, X.T.[Xiao-Tong],
Wang, K.[Kaimin],
Guo, H.[Heyi],
Yang, Y.J.[Yu-Jie],
A 20-Year Analysis of the Dynamics and Driving Factors of Grassland
Desertification in Xilingol, China,
RS(15), No. 24, 2023, pp. 5716.
DOI Link
2401
BibRef
Chen, X.W.[Xiao-Wen],
Wang, N.[Naiang],
Peng, S.[Simin],
Meng, N.[Nan],
Lv, H.Y.[Hao-Yun],
Analysis of Spatiotemporal Dynamics of Land Desertification in Qilian
Mountain National Park Based on Google Earth Engine,
IJGI(13), No. 4, 2024, pp. 117.
DOI Link
2405
BibRef
Guo, B.[Bing],
Zhang, R.[Rui],
Lu, M.[Miao],
Xu, M.[Mei],
Liu, P.P.[Pan-Pan],
Wang, L.H.[Long-Hao],
A New Large-Scale Monitoring Index of Desertification Based on Kernel
Normalized Difference Vegetation Index and Feature Space Model,
RS(16), No. 10, 2024, pp. 1771.
DOI Link
2405
BibRef
da Silva, J.L.P.[José Lucas Pereira],
da Silva-Junior, F.B.[Francisco Bento],
de Souza-Santos, J.P.A.[João Pedro Alves],
dos Santos-Almeida, A.C.[Alexsandro Claudio],
da Silva, T.G.F.[Thieres George Freire],
de Oliveira-Júnior, J.F.[José Francisco],
do Nascimento-Araújo-Júnior, G.[George],
Scheibel, C.H.[Christopher Horvath],
da Silva, J.L.B.[Jhon Lennon Bezerra],
de Lima, J.L.M.P.[João Luís Mendes Pedroso],
da Silva, M.V.[Marcos Vinícius],
Semi-Arid to Arid Scenario Shift: Is the Cabrobó Desertification
Nucleus Becoming Arid?,
RS(16), No. 15, 2024, pp. 2834.
DOI Link
2408
BibRef
Zhang, C.X.[Cai-Xia],
Tan, N.J.[Ning-Jing],
Li, J.C.[Jin-Chang],
Aeolian Desertification Dynamics from 1995 to 2020 in Northern China:
Classification Using a Random Forest Machine Learning Algorithm Based
on Google Earth Engine,
RS(16), No. 16, 2024, pp. 3100.
DOI Link
2408
BibRef
Guo, Z.C.[Zi-Chen],
Liu, S.[Shulin],
Feng, K.[Kun],
Kang, W.P.[Wen-Ping],
Chen, X.[Xiang],
Machine Learning-Based Remote Sensing Inversion of
Non-Photosynthetic/Photosynthetic Vegetation Coverage in Desertified
Areas and Its Response to Drought Analysis,
RS(16), No. 17, 2024, pp. 3226.
DOI Link
2409
BibRef
Li, H.H.[Hao-Hui],
Yang, K.[Kai],
Cui, Y.[Yang],
Ai, L.Y.[Ling-Yun],
Wang, C.H.[Cheng-Hai],
Wang, Z.T.[Zhen-Ting],
Zhang, C.X.[Cai-Xia],
Desertification Mitigation in Northern China Was Promoted by Climate
Drivers after 2000,
RS(16), No. 19, 2024, pp. 3706.
DOI Link
2410
BibRef
Chen, Q.[Qi],
Fu, H.[Han],
Li, X.M.[Xiao-Ming],
Qin, X.C.[Xiao-Chuan],
Yan, L.[Lin],
Classification of Karst Rocky Desertification Levels in Jinsha County
Using a Feature Space Method Based on SDGSAT-1 Multispectral Data,
RS(16), No. 24, 2024, pp. 4786.
DOI Link
2501
BibRef
Berdyyev, A.[Arslan],
Al-Masnay, Y.A.[Yousef A.],
Juliev, M.[Mukhiddin],
Abuduwaili, J.[Jilili],
Desertification Monitoring Using Machine Learning Techniques with
Multiple Indicators Derived from Sentinel-2 in Turkmenistan,
RS(16), No. 23, 2024, pp. 4525.
DOI Link
2501
BibRef
Xi, L.[Lei],
Qi, Z.[Zhao],
Feng, Y.M.[Yi-Ming],
Cao, X.M.[Xiao-Ming],
Cui, M.[Mengcun],
Zou, J.X.[Jia-Xiu],
Feng, S.[Shiang],
Construction of a Desertification Composite Index and Its Application
in the Spatiotemporal Analysis of Land Desertification in the
Ring-Tarim Basin over 30 Years,
RS(17), No. 4, 2025, pp. 644.
DOI Link
2502
BibRef
Liu, J.P.[Jin-Ping],
Ren, Y.[Yanqun],
He, P.[Panxing],
Xiao, J.H.[Jian-Hua],
Quantifying Uncertainty in Projections of Desertification in Central
Asia Using Bayesian Networks,
RS(17), No. 4, 2025, pp. 665.
DOI Link
2502
BibRef
Su, J.[Jialei],
Liu, M.L.[Mei-Ling],
Yang, Q.[Qin],
Liu, X.N.[Xiang-Nan],
Wu, Z.[Zeyan],
Wen, Y.[Yanan],
Spatiotemporal Evolution and Driving Factors of Karst Rocky
Desertification in Guangxi, China, Under Climate Change and Human
Activities,
RS(17), No. 13, 2025, pp. 2294.
DOI Link
2507
BibRef
Li, M.L.[Mao-Lin],
Avirmed, B.[Buyanbaatar],
Bayanmunkh, G.[Ganbold],
Liu, Y.L.[Yi-Lin],
Wang, Y.[Yu],
Yang, X.Y.[Xin-Yu],
Zhang, Y.[Yu],
Yu, Q.[Qiang],
Unveiling Drivers and Projecting Future Risks of Desertification
Vulnerability in the Mongolian Plateau,
RS(17), No. 14, 2025, pp. 2389.
DOI Link
2508
BibRef
Khaldi, Z.[Zakaria],
Weng, J.[Jingnong],
Lopez, F.P.A.[Franz Pablo Antezana],
Zhou, G.H.[Guan-Hua],
Ghedjatti, I.[Ilyes],
Ali, A.[Aamir],
PyGEE-ST-MEDALUS: AI Spatiotemporal Framework Integrating MODIS and
Sentinel-1/-2 Data for Desertification Risk Assessment in
Northeastern Algeria,
RS(17), No. 19, 2025, pp. 3350.
DOI Link
2510
BibRef
Chouikhi, F.[Farah],
Ben Abbes, A.[Ali],
Farah, I.R.[Imed Riadh],
Enhancing change detection in multi-date images using a
Multi-temporal Siamese Neural Network,
PRL(197), 2025, pp. 65-71.
Elsevier DOI
2510
Multi-temporal analysis, Siamese structure,
Variational auto-encoder, Change detection, Deep learning, Desertification
BibRef
Khosravi, H.,
Zehtabian, G.R.,
Abolhasani, A.,
Eskandari Damaneh, H.,
Assessment, Monitoring and Early Warning System for Desertification
Based On Water Criterion (case Tudy: Kashan, Iran),
SMPR19(629-637).
DOI Link
1912
BibRef
Khosravi, H.,
Zehtabian, G.R.,
Eskandari Damaneh, H.,
Abolhasani, A.,
Assessment and Mapping of Iran Desertification Intensity Using Arcgis
Environment,
SMPR19(639-644).
DOI Link
1912
BibRef
Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
Land Cover Change Analysis, Global Changes, Global Analysis .