Mansour, K.[Khalid],
Mutanga, O.[Onisimo],
Everson, T.[Terry],
Adam, E.[Elhadi],
Discriminating indicator grass species for rangeland degradation
assessment using hyperspectral data resampled to AISA Eagle resolution,
PandRS(70), No. 1, June 2012, pp. 56-65.
Elsevier DOI
1206
Rangeland degradation; Random forest; Indicator species; Field
spectrometer measurements; Variable selection
BibRef
Fensholt, R.,
Rasmussen, K.,
Kaspersen, P.,
Huber, S.,
Horion, S.,
Swinnen, E.,
Assessing Land Degradation/Recovery in the African Sahel from Long-Term
Earth Observation Based Primary Productivity and Precipitation
Relationships,
RS(5), No. 2, February 2013, pp. 664-686.
DOI Link
1303
BibRef
Tasumi, M.[Masahiro],
Hirakawa, K.[Kiyomi],
Hasegawa, N.[Nobumi],
Nishiwaki, A.[Aya],
Kimura, R.[Rikako],
Application of MODIS Land Products to Assessment of Land Degradation
of Alpine Rangeland in Northern India with Limited Ground-Based
Information,
RS(6), No. 10, 2014, pp. 9260-9276.
DOI Link
1411
BibRef
Mbow, C.[Cheikh],
Brandt, M.[Martin],
Ouedraogo, I.[Issa],
de Leeuw, J.[Jan],
Marshall, M.[Michael],
What Four Decades of Earth Observation Tell Us about Land Degradation
in the Sahel?,
RS(7), No. 4, 2015, pp. 4048-4067.
DOI Link
1505
BibRef
Lanfredi, M.[Maria],
Coppola, R.[Rosa],
Simoniello, T.[Tiziana],
Coluzzi, R.[Rosa],
d'Emilio, M.[Mariagrazia],
Imbrenda, V.[Vito],
Macchiato, M.[Maria],
Early Identification of Land Degradation Hotspots in Complex
Bio-Geographic Regions,
RS(7), No. 6, 2015, pp. 8154.
DOI Link
1507
BibRef
Yan, F.Q.[Feng-Qin],
Zhang, S.W.[Shu-Wen],
Liu, X.T.[Xing-Tu],
Chen, D.[Dan],
Chen, J.[Jing],
Bu, K.[Kun],
Yang, J.[Jiuchun],
Chang, L.P.[Li-Ping],
The Effects of Spatiotemporal Changes in Land Degradation on
Ecosystem Services Values in Sanjiang Plain, China,
RS(8), No. 11, 2016, pp. 917.
DOI Link
1612
BibRef
Huang, S.[Senwang],
Kong, J.M.[Ji-Ming],
Assessing Land Degradation Dynamics and Distinguishing Human-Induced
Changes from Climate Factors in the Three-North Shelter Forest Region
of China,
IJGI(5), No. 9, 2016, pp. 158.
DOI Link
1610
BibRef
del Barrio, G.[Gabriel],
Sanjuan, M.E.[Maria E.],
Hirche, A.[Azziz],
Yassin, M.[Mohamed],
Ruiz, A.[Alberto],
Ouessar, M.[Mohamed],
Valderrama, J.M.[Jaime Martinez],
Essifi, B.[Bouajila],
Puigdefabregas, J.[Juan],
Land Degradation States and Trends in the Northwestern Maghreb
Drylands, 1998-2008,
RS(8), No. 7, 2016, pp. 603.
DOI Link
1608
BibRef
Zewdie, W.[Worku],
Csaplovics, E.[Elmar],
Identifying Categorical Land Use Transition and Land Degradation in
Northwestern Drylands of Ethiopia,
RS(8), No. 5, 2016, pp. 408.
DOI Link
1606
BibRef
Burrell, A.L.[Arden L.],
Evans, J.P.[Jason P.],
Liu, Y.[Yi],
The impact of dataset selection on land degradation assessment,
PandRS(146), 2018, pp. 22-37.
Elsevier DOI
1812
RESTREND, BFAST, Dryland degradation, NDVI, Trend analysis, AVHRR,
GIMMS, TSS-RESTREND
BibRef
Liu, C.X.[Cai-Xia],
Melack, J.[John],
Tian, Y.[Ye],
Huang, H.B.[Hua-Bing],
Jiang, J.X.[Jin-Xiong],
Fu, X.[Xiao],
Zhang, Z.[Zhouai],
Detecting Land Degradation in Eastern China Grasslands with Time
Series Segmentation and Residual Trend analysis (TSS-RESTREND) and
GIMMS NDVI3g Data,
RS(11), No. 9, 2019, pp. xx-yy.
DOI Link
1905
BibRef
Yu, H.[Hao],
Wang, L.[Lei],
Wang, Z.M.[Zong-Ming],
Ren, C.Y.[Chun-Ying],
Zhang, B.[Bai],
Using Landsat OLI and Random Forest to Assess Grassland Degradation
with Aboveground Net Primary Production and Electrical Conductivity
Data,
IJGI(8), No. 11, 2019, pp. xx-yy.
DOI Link
1912
BibRef
Hott, M.C.[Marcos C.],
Carvalho, L.M.T.[Luis M. T.],
Antunes, M.A.H.[Mauro A. H.],
Resende, J.C.[João C.],
Rocha, W.S.D.[Wadson S. D.],
Analysis of Grassland Degradation in Zona da Mata, MG, Brazil, Based
on NDVI Time Series Data with the Integration of Phenological Metrics,
RS(11), No. 24, 2019, pp. xx-yy.
DOI Link
1912
BibRef
Yang, Y.L.[Yan-Lin],
Wang, J.L.[Jin-Liang],
Chen, Y.[Yun],
Cheng, F.[Feng],
Liu, G.J.[Guang-Jie],
He, Z.H.[Zeng-Hong],
Remote-Sensing Monitoring of Grassland Degradation Based on the GDI
in Shangri-La, China,
RS(11), No. 24, 2019, pp. xx-yy.
DOI Link
1912
BibRef
Hunter, F.D.L.[Frederick D.L.],
Mitchard, E.T.A.[Edward T.A.],
Tyrrell, P.[Peter],
Russell, S.[Samantha],
Inter-Seasonal Time Series Imagery Enhances Classification Accuracy
of Grazing Resource and Land Degradation Maps in a Savanna Ecosystem,
RS(12), No. 1, 2020, pp. xx-yy.
DOI Link
2001
BibRef
Landmann, T.[Tobias],
Dubovyk, O.[Olena],
Ghazaryan, G.[Gohar],
Kimani, J.[Jackson],
Abdel-Rahman, E.M.[Elfatih M.],
Wide-area invasive species propagation mapping is possible using
phenometric trends,
PandRS(159), 2020, pp. 1-12.
Elsevier DOI
1912
MODIS EVI, Phenometrics, Land degradation, Bush encroachment,
Logistic regression
BibRef
Amer, R.[Reda],
Spatial Relationship between Irrigation Water Salinity, Waterlogging,
and Cropland Degradation in the Arid and Semi-Arid Environments,
RS(13), No. 6, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Kang, J.F.[Jian-Fang],
Zhang, Y.N.[Yao-Nan],
Biswas, A.[Asim],
Land Degradation and Development Processes and Their Response to
Climate Change and Human Activity in China from 1982 to 2015,
RS(13), No. 17, 2021, pp. xx-yy.
DOI Link
2109
BibRef
Barvels, E.[Esther],
Fensholt, R.[Rasmus],
Earth Observation-Based Detectability of the Effects of Land
Management Programmes to Counter Land Degradation: A Case Study from
the Highlands of the Ethiopian Plateau,
RS(13), No. 7, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Reith, J.[Jonathan],
Ghazaryan, G.[Gohar],
Muthoni, F.[Francis],
Dubovyk, O.[Olena],
Assessment of Land Degradation in Semiarid Tanzania: Using Multiscale
Remote Sensing Datasets to Support Sustainable Development Goal 15.3,
RS(13), No. 9, 2021, pp. xx-yy.
DOI Link
2105
BibRef
Adenle, A.A.[Ademola A.],
Speranza, C.I.[Chinwe Ifejika],
Social-Ecological Archetypes of Land Degradation in the Nigerian
Guinea Savannah: Insights for Sustainable Land Management,
RS(13), No. 1, 2021, pp. xx-yy.
DOI Link
2101
BibRef
Gedefaw, M.G.[Melakeneh G.],
Geli, H.M.E.[Hatim M. E.],
Abera, T.A.[Temesgen Alemayehu],
Assessment of Rangeland Degradation in New Mexico Using Time Series
Segmentation and Residual Trend Analysis (TSS-RESTREND),
RS(13), No. 9, 2021, pp. xx-yy.
DOI Link
2105
BibRef
Pásztor, L.[László],
Advanced GIS and RS Applications for Soil and Land Degradation
Assessment and Mapping,
IJGI(10), No. 3, 2021, pp. xx-yy.
DOI Link
2104
BibRef
Lyu, X.[Xin],
Li, X.B.[Xia-Bing],
Dang, D.L.[Dong-Liang],
Dou, H.S.[Hua-Shun],
Wang, K.[Kai],
Gong, J.R.[Ji-Rui],
Wang, H.[Hong],
Liu, S.L.[Shi-Liang],
A Perspective on the Impact of Grassland Degradation on Ecosystem
Services for the Purpose of Sustainable Management,
RS(14), No. 20, 2022, pp. xx-yy.
DOI Link
2211
BibRef
Wang, S.S.[Shan-Shan],
Jia, L.Z.[Li-Zhi],
Cai, L.P.[Li-Ping],
Wang, Y.J.[Yi-Jia],
Zhan, T.Y.[Tian-Yu],
Huang, A.[Anqi],
Fan, D.L.[Dong-Lin],
Assessment of Grassland Degradation on the Tibetan Plateau Based on
Multi-Source Data,
RS(14), No. 23, 2022, pp. xx-yy.
DOI Link
2212
BibRef
Symeonakis, E.[Elias],
Land Degradation Assessment with Earth Observation,
RS(14), No. 8, 2022, pp. xx-yy.
DOI Link
2205
BibRef
AbdelRahman, M.A.E.[Mohamed A. E.],
Afifi, A.A.[Ahmed A.],
Scopa, A.[Antonio],
A Time Series Investigation to Assess Climate Change and
Anthropogenic Impacts on Quantitative Land Degradation in the North
Delta, Egypt,
IJGI(11), No. 1, 2022, pp. xx-yy.
DOI Link
2201
BibRef
Pan, Y.[Yao],
Yin, Y.H.[Yun-He],
Cao, W.[Wei],
Integrated Assessments of Land Degradation in the Three-Rivers
Headwater Region of China from 2000 to 2020,
RS(15), No. 18, 2023, pp. 4521.
DOI Link
2310
BibRef
Chen, Z.[Zheng],
Liu, J.[Jieyu],
Qian, Z.H.[Zhong-Hua],
Li, L.[Li],
Zhang, Z.S.[Zhi-Seng],
Feng, G.L.[Guo-Lin],
Ruan, S.G.[Shi-Gui],
Sun, G.Q.[Gui-Quan],
Monitoring Land Degradation through Vegetation Dynamics Mathematical
Modeling: Case of Jornada Basin (in the U.S.),
RS(15), No. 4, 2023, pp. xx-yy.
DOI Link
2303
BibRef
Cherif, I.[Ines],
Kolintziki, E.[Eleni],
Alexandridis, T.K.[Thomas K.],
Monitoring of Land Degradation in Greece and Tunisia Using
Trends.Earth with a Focus on Cereal Croplands,
RS(15), No. 7, 2023, pp. 1766.
DOI Link
2304
BibRef
Chen, Z.[Zheng],
Liu, J.[Jieyu],
Hou, X.T.[Xin-Tong],
Fan, P.Y.[Pei-Yi],
Qian, Z.H.[Zhong-Hua],
Li, L.[Li],
Zhang, Z.S.[Zhi-Sen],
Feng, G.L.[Guo-Lin],
Li, B.L.[Bai-Lian],
Sun, G.Q.[Gui-Quan],
Detection and Attribution of Greening and Land Degradation of Dryland
Areas in China and America,
RS(15), No. 10, 2023, pp. xx-yy.
DOI Link
2306
BibRef
Cui, L.[Lulu],
Wang, L.[Lu],
Su, J.Y.[Jin-Yu],
Song, Z.H.[Zi-Han],
Li, X.[Xilai],
Classification and identification of degraded alpine meadows based
on machine learning techniques,
CVIDL23(263-267)
IEEE DOI
2403
Support vector machines, Biological system modeling, Computational modeling,
Identification
BibRef
Sun, Z.D.[Zhen-Dong],
Zhong, Y.F.[Yan-Fei],
Wang, X.Y.[Xin-Yu],
Zhang, L.P.[Liang-Pei],
Identifying Cropland Non-Agriculturalization with High
Representational Consistency from Bi-Temporal High-Resolution Remote
Sensing Images: From Benchmark Datasets to Real-World Application,
PandRS(212), 2024, pp. 454-474.
Elsevier DOI Code:
HTML Version.
2406
Remote sensing, Cropland non-agriculturalization,
Multi-task learning, Change detection, Representational consistency
BibRef
d'Acunto, F.[Federica],
Marinello, F.[Francesco],
Pezzuolo, A.[Andrea],
Rural Land Degradation Assessment through Remote Sensing: Current
Technologies, Models, and Applications,
RS(16), No. 16, 2024, pp. 3059.
DOI Link
2408
BibRef
Jiang, J.W.[Jia-Wei],
Wang, J.[Juanle],
Yang, K.M.[Ke-Ming],
Fetisov, D.[Denis],
Li, K.[Kai],
Liu, M.[Meng],
Zou, W.H.[Wei-Hao],
A Cropland Disturbance Monitoring Method Based on Probabilistic
Trajectories,
RS(16), No. 21, 2024, pp. 4048.
DOI Link
2411
BibRef
D'Acunto, F.[Federica],
Dubovyk, O.[Olena],
Raghuvanshi, N.[Nikhil],
Marinello, F.[Francesco],
Iodice, F.[Filippo],
Pezzuolo, A.[Andrea],
A Multi-Model Framework Based on Remote Sensing to Assess Land
Degradation in Rural Areas,
RS(17), No. 19, 2025, pp. 3276.
DOI Link
2510
BibRef
Al-Tameemi, N.[Nawar],
Xue-Xia, Z.[Zhang],
Shahzad, F.[Fahad],
Mehmood, K.[Kaleem],
Linying, X.[Xiao],
Zhou, J.X.[Jin-Xing],
From Trends to Drivers: Vegetation Degradation and Land-Use Change in
Babil and Al-Qadisiyah, Iraq (2000-2023),
RS(17), No. 19, 2025, pp. 3343.
DOI Link
2510
BibRef
Yan, P.[Ping],
Zhou, P.[Ping],
Chen, H.[Hui],
Lei, S.[Sha],
Tan, Z.W.[Zhao-Wei],
Huang, J.X.[Jun-Xiang],
Guo, Y.D.[Yun-Dan],
Process-Based Remote Sensing Analysis of Vegetation-Soil
Differentiation and Ecological Degradation Mechanisms in the Red-Bed
Region of the Nanxiong Basin, South China,
RS(17), No. 20, 2025, pp. 3462.
DOI Link
2510
BibRef
Jarray, F.[Fathia],
Kotti, M.L.[Mohamed Lassaad],
Slatni, A.[Adel],
Yacoubi, S.[Samir],
Ben Abdallah, M.A.[Mohamed Ali],
Cosma, M.[Marta],
da Lio, C.[Cristina],
Donnici, S.[Sandra],
Tosi, L.[Luigi],
Aschonitis, V.[Vassilis],
Hermassi, T.[Taoufik],
Land Degradation and Resilience Pathways:
The Role of Opuntia Ficus-Indica in Semi-Arid Tunisia,
RS(18), No. 5, 2026, pp. 739.
DOI Link
2603
BibRef
López-Osorio, R.F.[Ramón Fernando],
Pérez-Aguilar, L.Y.[Lidia Yadira],
Avila-Aceves, E.[Evangelina],
Zambrano-Medina, Y.G.[Yedid Guadalupe],
Quintero-Morales, M.A.[María Alejandra],
Andrade, E.R.M.[Edgar Rubén Montiel],
Spatial Analysis of Land Cover Degradation Processes Associated with
Aridity in Northwestern Mexico Using Geographically Weighted
Regression,
IJGI(15), No. 5, 2026, pp. 200.
DOI Link
2605
BibRef
Bezerra, U.A.[Ulisses Alencar],
de Brito, H.C.[Higor Costa],
Oliveira, S.H.[Sabrina Holanda],
Costa, L.D.A.[Laisa Daiana Alcântara],
Lourenço, A.M.G.[Artur Moises Gonçalves],
Pérez-Marin, A.M.[Aldrin Martin],
Cunha, J.E.[John Elton],
A Gradient-Based Index for Multiscale Mapping of Land Degradation in
Brazil,
RS(18), No. 11, 2026, pp. 1695.
DOI Link
2606
BibRef
Nwazelibe, V.E.[Vincent E.],
Kirsch, M.[Moritz],
Thiele, S.T.[Samuel T.],
Djeddaoui, F.[Farid],
Yu, W.[Weikang],
Gloaguen, R.[Richard],
Tolosana-Delgado, R.[Raimon],
Monitoring mining impacts using harmonic decomposition of time series
vegetation indices,
PandRS(239), 2026, pp. 1010-1026.
Elsevier DOI
2608
Satellite monitoring, Vegetation trajectories,
Mining footprint, Seasonal anomalies, Breakpoints, Impact assessment
BibRef
Cui, F.[Fan],
Ding, J.L.[Jian-Li],
Wang, J.J.[Jin-Jie],
Zhang, Z.[Zipeng],
Liu, Y.[Yue],
Cui, C.[Chuan],
Fang, H.J.[Hui-Juan],
Long-Term Dynamics of Land Degradation Risk in Arid Northwest China
Revealed by an Integrated Risk Index,
RS(18), No. 17, 2026, pp. 2906.
DOI Link
2609
BibRef
Jacquin, A.,
Hutchinson, J.M.S.,
Goulard, M.,
Hutchinson, S.L.,
A statistical approach for predicting grassland degradation in
disturbance-driven landscapes,
MultiTemp15(1-5)
IEEE DOI
1511
remote sensing
BibRef
Chapter on Remote Sensing General Issue, Land Use, Land Cover continues in
Climate Zones .