119 citations as recorded by crossref.

1. Toward impact-based monitoring of drought and its cascading hazards A. AghaKouchak et al. https://doi.org/10.1038/s43017-023-00457-2
2. A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique H. Zhao et al. https://doi.org/10.1109/JSTARS.2024.3455549
3. Effects of vegetation and soil texture on surface soil moisture retrieval using multi-temporal optical and thermal infrared observations P. Leng et al. https://doi.org/10.1080/01431161.2015.1040131
4. Can We Use Satellite-Based FAPAR to Detect Drought? J. Peng et al. https://doi.org/10.3390/s19173662
5. Inter-comparison of SMOS and AMSR-E soil moisture products during flood years (2010–2011) over Pakistan R. Anam et al. https://doi.org/10.1080/22797254.2017.1352461
6. The dominant modes of the long rains interannual variability over Tanzania and their oceanic drivers L. Kebacho & H. Chen https://doi.org/10.1002/joc.7532
7. Towards ecohydrological drought monitoring and prediction using a land data assimilation system: A case study on the Horn of Africa drought (2010–2011) Y. Sawada & T. Koike https://doi.org/10.1002/2015JD024705
8. Characterization of precipitation product errors across the United States using multiplicative triple collocation S. Alemohammad et al. https://doi.org/10.5194/hess-19-3489-2015
9. Quality Control and Evaluation of the Observed Daily Data in the North American Soil Moisture Database W. Liao et al. https://doi.org/10.1007/s13351-019-8121-2
10. Building the vegetation drought response index for Canada (VegDRI-Canada) to monitor agricultural drought: first results T. Tadesse et al. https://doi.org/10.1080/15481603.2017.1286728
11. Comparison of spatial interpolation methods for soil moisture and its application for monitoring drought H. Chen et al. https://doi.org/10.1007/s10661-017-6244-4
12. Surface materials and landforms as controls on InSAR permanent and transient responses to precipitation events in a hyperarid desert, Chile T. Jordan et al. https://doi.org/10.1016/j.rse.2019.111544
13. Linking seasonal drought product information to decision makers in a data-sparse region: A case study in the Greater Horn of Africa G. Demisse et al. https://doi.org/10.1016/j.rsase.2018.03.005
14. Short-term trends in Africa's freshwater resources: Rates and drivers M. Ahmed & D. Wiese https://doi.org/10.1016/j.scitotenv.2019.133843
15. Monitoring Residual Soil Moisture and Its Association to the Long-Term Variability of Rainfall over the Upper Blue Nile Basin in Ethiopia G. Ayehu et al. https://doi.org/10.3390/rs12132138
16. Spatial interpolation of red bed soil moisture in Nanxiong basin, South China P. Yan et al. https://doi.org/10.1016/j.jconhyd.2021.103860
17. Tanzania short rains and its relations to Trans‐Atlantic‐Pacific Ocean Dipole‐like pattern L. Kebacho https://doi.org/10.1002/joc.7496
18. Improvement of land surface model simulations over India via data assimilation of satellite-based soil moisture products A. Nair & J. Indu https://doi.org/10.1016/j.jhydrol.2019.03.088
19. Quantifying Drought Propagation from Soil Moisture to Vegetation Dynamics Using a Newly Developed Ecohydrological Land Reanalysis Y. Sawada https://doi.org/10.3390/rs10081197
20. Drivers of evapotranspiration in Central Africa: investigating seasonality and change in interactions with soil moisture, and solar radiation S. Tikeng et al. https://doi.org/10.1007/s00382-026-08061-y
21. A review of droughts on the African continent: a geospatial and long-term perspective I. Masih et al. https://doi.org/10.5194/hess-18-3635-2014
22. Satellite Remote Sensing for Water Resources Management: Potential for Supporting Sustainable Development in Data‐Poor Regions J. Sheffield et al. https://doi.org/10.1029/2017WR022437
23. Hydrological drought evaluation using GRACE satellite-based drought index over the lake basins, East Africa A. Seka et al. https://doi.org/10.1016/j.scitotenv.2022.158425
24. Representation of land–atmosphere coupling processes over Africa in coupled model intercomparison project Phase 6 A. Mwanthi et al. https://doi.org/10.1007/s00382-023-06710-0
25. A multivariate approach for persistence-based drought prediction: Application to the 2010–2011 East Africa drought A. AghaKouchak https://doi.org/10.1016/j.jhydrol.2014.09.063
26. Violent conflict exacerbated drought-related food insecurity between 2009 and 2019 in sub-Saharan Africa W. Anderson et al. https://doi.org/10.1038/s43016-021-00327-4
27. Drought impacts and community adaptation: Perspectives on the 2020–2023 drought in East Africa R. Odongo et al. https://doi.org/10.1016/j.ijdrr.2025.105309
28. Using satellite-based soil moisture to detect and monitor spatiotemporal traces of agricultural drought over Bundelkhand region of India S. Padhee et al. https://doi.org/10.1080/15481603.2017.1286725
29. Examining the performance of precipitation products in characterizing the Indian summer monsoon rainfall (ISMR) using triple collocation S. Paul & H. Alemohammad https://doi.org/10.1016/j.jhydrol.2025.133136
30. Experiments to automatically monitor drought variation using simulated annealing algorithm H. Zhang et al. https://doi.org/10.1007/s11069-016-2414-x
31. Soil moisture droughts in East Africa: Spatiotemporal patterns and climate drivers Y. Liu et al. https://doi.org/10.1016/j.ejrh.2022.101013
32. Global spatiotemporal consistency between meteorological and soil moisture drought indices M. Afshar et al. https://doi.org/10.1016/j.agrformet.2022.108848
33. Impact of Rescaling Approaches in Simple Fusion of Soil Moisture Products M. Afshar et al. https://doi.org/10.1029/2019WR025111
34. Global surface soil moisture from the Microwave Radiation Imager onboard the Fengyun-3B satellite R. Parinussa et al. https://doi.org/10.1080/01431161.2014.960622
35. Reconstruction of GF-1 Soil Moisture Observation Based on Satellite and <italic>In Situ</italic> Sensor Collaboration Under Full Cloud Contamination X. Zhang & N. Chen https://doi.org/10.1109/TGRS.2016.2558109
36. Assessing rainfall variability, long-term trends, and drought incidences in the Tanzania part of the Kagera River sub-basin N. Tibangayuka et al. https://doi.org/10.1007/s12145-025-01699-y
37. A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements J. Peng et al. https://doi.org/10.1016/j.rse.2020.112162
38. Multi-dimensional assessment of drought vulnerability in Africa: 1960–2100 A. Ahmadalipour & H. Moradkhani https://doi.org/10.1016/j.scitotenv.2018.07.023
39. Monitoring and Predicting Agricultural Droughts for a Water-Limited Subcontinental Region by Integrating a Land Surface Model and Microwave Remote Sensing Y. Sawada et al. https://doi.org/10.1109/TGRS.2019.2927342
40. A review of remote sensing applications for water security: Quantity, quality, and extremes I. Chawla et al. https://doi.org/10.1016/j.jhydrol.2020.124826
41. Attribution Analysis of the Ethiopian Drought of 2015 S. Philip et al. https://doi.org/10.1175/JCLI-D-17-0274.1
42. Quantification of soil water balance components based on continuous soil moisture measurement and the Richards equation in an irrigated agricultural field of a desert oasis Z. Li et al. https://doi.org/10.5194/hess-23-4685-2019
43. Global observations of land-atmosphere interactions during flash drought B. Harris et al. https://doi.org/10.5194/hess-29-6917-2025
44. Spatio–temporal Assessment of Drought in Ethiopia and the Impact of Recent Intense Droughts Y. Liou & G. Mulualem https://doi.org/10.3390/rs11151828
45. Estimating Rootzone Soil Moisture by Fusing Multiple Remote Sensing Products with Machine Learning S. Sahaar & J. Niemann https://doi.org/10.3390/rs16193699
46. The synergies of SMAP enhanced and MODIS products in a random forest regression for estimating 1 km soil moisture over Africa using Google Earth Engine F. Mohseni et al. https://doi.org/10.1080/20964471.2023.2257905
47. Spatial assessment of maize physical drought vulnerability in sub-Saharan Africa: Linking drought exposure with crop failure B. Kamali et al. https://doi.org/10.1088/1748-9326/aacb37
48. Application of a Remote Sensing Method for Estimating Monthly Blue Water Evapotranspiration in Irrigated Agriculture M. Romaguera et al. https://doi.org/10.3390/rs61010033
49. SPEI-based spatial and temporal evaluation of drought in Somalia S. Musei et al. https://doi.org/10.1016/j.jaridenv.2020.104296
50. Relationships between the evaporative stress index and winter wheat and spring barley yield anomalies in the Czech Republic M. Anderson et al. https://doi.org/10.3354/cr01411
51. Hydrological change detection using modeling: Half a century of runoff from four rivers in the Blue Nile Basin S. Gebrehiwot et al. https://doi.org/10.1002/wrcr.20319
52. Error Characterization of Sea Surface Salinity Products Using Triple Collocation Analysis N. Hoareau et al. https://doi.org/10.1109/TGRS.2018.2810442
53. Regional Equivalent Water Thickness Modeling from Remote Sensing across a Tree Cover/LAI Gradient in Mediterranean Forests of Northern Tunisia H. Chakroun et al. https://doi.org/10.3390/rs70201937
54. Mapping daily evapotranspiration at field scales over rainfed and irrigated agricultural areas using remote sensing data fusion C. Cammalleri et al. https://doi.org/10.1016/j.agrformet.2013.11.001
55. Drought characterization from a multivariate perspective: A review Z. Hao & V. Singh https://doi.org/10.1016/j.jhydrol.2015.05.031
56. Consistency of agricultural drought characterization over Upper Greater Horn of Africa (1982–2013): Topographical, gauge density, and model forcing influence. N. Agutu et al. https://doi.org/10.1016/j.scitotenv.2019.135149
57. A New Soil Moisture Agricultural Drought Index (SMADI) Integrating MODIS and SMOS Products: A Case of Study over the Iberian Peninsula N. Sánchez et al. https://doi.org/10.3390/rs8040287
58. The potential and uncertainty of triple collocation in assessing satellite precipitation products in Central Asia X. Lu et al. https://doi.org/10.1016/j.atmosres.2021.105452
59. A seasonal agricultural drought forecast system for food-insecure regions of East Africa S. Shukla et al. https://doi.org/10.5194/hess-18-3907-2014
60. Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products R. Anyah et al. https://doi.org/10.1016/j.scitotenv.2018.04.159
61. A Novel Merging Framework for Generating High-Accuracy Global Soil Moisture by Error Decomposition Through Multiple Collocation Analysis X. Min et al. https://doi.org/10.1109/TGRS.2024.3470800
62. Rainfall trends and spatiotemporal patterns of meteorological drought in Menna watershed, northwestern Ethiopia F. Enyew & S. Wassie https://doi.org/10.1016/j.heliyon.2024.e27919
63. Drought Dynamics in Sub-Saharan Africa: Impacts and Adaptation Strategies P. Lombe et al. https://doi.org/10.3390/su16229902
64. Exploring drought vulnerability in Africa: an indicator based analysis to be used in early warning systems G. Naumann et al. https://doi.org/10.5194/hess-18-1591-2014
65. A Critical Evaluation on the Role of Aerodynamic and Canopy–Surface Conductance Parameterization in SEB and SVAT Models for Simulating Evapotranspiration: A Case Study in the Upper Biebrza National Park Wetland in Poland K. Mallick et al. https://doi.org/10.3390/w10121753
66. Remote sensing of drought: Progress, challenges and opportunities A. AghaKouchak et al. https://doi.org/10.1002/2014RG000456
67. Agricultural drought monitoring: Progress, challenges, and prospects X. Liu et al. https://doi.org/10.1007/s11442-016-1297-9
68. A new global database of meteorological drought events from 1951 to 2016 J. Spinoni et al. https://doi.org/10.1016/j.ejrh.2019.100593
69. Capability of meteorological drought indices for detecting soil moisture droughts D. Halwatura et al. https://doi.org/10.1016/j.ejrh.2017.06.001
70. The added utility of nonlinear methods compared to linear methods in rescaling soil moisture products M. Afshar & M. Yilmaz https://doi.org/10.1016/j.rse.2017.05.017
71. Combining satellite observations to develop a global soil moisture product for near-real-time applications M. Enenkel et al. https://doi.org/10.5194/hess-20-4191-2016
72. MJO teleconnections to crop growing seasons W. Anderson et al. https://doi.org/10.1007/s00382-019-05109-0
73. Analysis of ASCAT, SMOS, in-situ and land model soil moisture as a regionalized variable over Europe and North Africa N. Pierdicca et al. https://doi.org/10.1016/j.rse.2015.09.005
74. A pan-African high-resolution drought index dataset J. Peng et al. https://doi.org/10.5194/essd-12-753-2020
75. Enhanced Tropical Cyclone ASCAT Winds Guided by SAR-Learned Spatial Structure Functions W. Ni et al. https://doi.org/10.1109/TGRS.2024.3516209
76. Drought: Progress in broadening its understanding G. Haile et al. https://doi.org/10.1002/wat2.1407
77. Generation of global 1 km daily soil moisture product from 2000 to 2020 using ensemble learning Y. Zhang et al. https://doi.org/10.5194/essd-15-2055-2023
78. Spatial drought occurrences and distribution using VCI, TCI, VHI, and Google Earth Engine in Bilate River Watershed, Rift Valley of Ethiopia A. Burka et al. https://doi.org/10.1080/19475705.2024.2377672
79. Surface Soil Moisture Retrieval Using Optical/Thermal Infrared Remote Sensing Data Y. Wang et al. https://doi.org/10.1109/TGRS.2018.2817370
80. A data-driven approach to assessing the impact of water harvesting structures on regional water storage in East Africa J. Eisma & V. Merwade https://doi.org/10.2166/hydro.2021.115
81. Drought indicators revisited: the need for a wider consideration of environment and society S. Bachmair et al. https://doi.org/10.1002/wat2.1154
82. Deducing land–atmosphere coupling regimes from SMAP soil moisture P. Makhasana et al. https://doi.org/10.5194/hess-28-5087-2024
83. SMOS‐derived soil moisture anomalies and drought indices: a comparative analysis using in situ measurements A. Scaini et al. https://doi.org/10.1002/hyp.10150
84. Comprehensive assessment of drought vulnerability and resilience over North and West Africa during 1980–2100 M. Henchiri et al. https://doi.org/10.1016/j.agwat.2024.108804
85. Improved soil moisture estimation and detection of irrigation signal by incorporating SMAP soil moisture into the Indian Land Data Assimilation System (ILDAS) A. Chakraborty et al. https://doi.org/10.1016/j.jhydrol.2024.131581
86. Evaluation of the Tropical Rainfall Measuring Mission Multi-Satellite Precipitation Analysis (TMPA) for assessment of large-scale meteorological drought A. Sahoo et al. https://doi.org/10.1016/j.rse.2014.11.032
87. Multi-Dimensional Drought Assessment in Abbay/Upper Blue Nile Basin: The Importance of Shared Management and Regional Coordination Efforts for Mitigation Y. Bayissa et al. https://doi.org/10.3390/rs13091835
88. An intercomparison of remotely sensed soil moisture products at various spatial scales over the Iberian Peninsula R. Parinussa et al. https://doi.org/10.1002/hyp.9975
89. Ground Truth of Passive Microwave Radiative Transfer on Vegetated Land Surfaces Y. Sawada et al. https://doi.org/10.3390/rs9070655
90. Drought hotspot analysis and risk assessment using probabilistic drought monitoring and severity–duration–frequency analysis A. Samantaray et al. https://doi.org/10.1002/hyp.13337
91. Anomalous circulation patterns associated with 2011 heavy rainfall over northern Tanzania L. Kebacho https://doi.org/10.1007/s11069-021-04920-5
92. Satellite soil moisture for advancing our understanding of earth system processes and climate change W. Dorigo & R. de Jeu https://doi.org/10.1016/j.jag.2016.02.007
93. Evaluating ESA CCI soil moisture in East Africa A. McNally et al. https://doi.org/10.1016/j.jag.2016.01.001
94. Assessing the utility of meteorological drought indices in monitoring summer drought based on soil moisture in Chongqing, China H. Chen et al. https://doi.org/10.1007/s00704-017-2104-y
95. Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors H. Beck et al. https://doi.org/10.5194/hess-25-17-2021
96. Assessing multi-satellite remote sensing, reanalysis, and land surface models' products in characterizing agricultural drought in East Africa N. Agutu et al. https://doi.org/10.1016/j.rse.2017.03.041
97. Assessing Freshwater Changes over Southern and Central Africa (2002–2017) I. Kalu et al. https://doi.org/10.3390/rs13132543
98. Characterization of Drought Development through Remote Sensing: A Case Study in Central Yunnan, China S. Abbas et al. https://doi.org/10.3390/rs6064998
99. What Rainfall Does Not Tell Us—Enhancing Financial Instruments with Satellite-Derived Soil Moisture and Evaporative Stress M. Enenkel et al. https://doi.org/10.3390/rs10111819
100. Using regional characteristics to improve uncalibrated estimation of rootzone soil moisture from optical/thermal remote-sensing S. Sahaar et al. https://doi.org/10.1016/j.rse.2022.112982
101. Forest Fire Mapping Using Multi-Source Remote Sensing Data: A Case Study in Chongqing Y. Zhao et al. https://doi.org/10.3390/rs15092323
102. Understanding uncertainty of model-reanalysis soil moisture within Greater Horn of Africa (1982–2014) N. Agutu et al. https://doi.org/10.1016/j.jhydrol.2021.127169
103. Soil moisture research in Kenya based on a systematic review of monitoring modelling and hydrological applications I. Kipkemoi et al. https://doi.org/10.1007/s44378-026-00304-y
104. Comparison of Multi-Year Reanalysis, Models, and Satellite Remote Sensing Products for Agricultural Drought Monitoring over South Asian Countries M. Shahzaman et al. https://doi.org/10.3390/rs13163294
105. Analysis of drought and vulnerability in the North Darfur region of Sudan A. Mohmmed et al. https://doi.org/10.1002/ldr.3180
106. A land data assimilation system for sub-Saharan Africa food and water security applications A. McNally et al. https://doi.org/10.1038/sdata.2017.12
107. Identifying Droughts Affecting Agriculture in Africa Based on Remote Sensing Time Series between 2000–2016: Rainfall Anomalies and Vegetation Condition in the Context of ENSO K. Winkler et al. https://doi.org/10.3390/rs9080831
108. Droughts and Floods in the La Plata Basin in Soil Moisture Data and GRACE S. Abelen et al. https://doi.org/10.3390/rs70607324
109. Decadal spatio-temporal dynamics of drought in semi-arid farming regions of Zimbabwe between 1990 and 2020: a case of Mberengwa and Zvishavane districts O. Mupepi & M. Matsa https://doi.org/10.1007/s00704-022-04327-7
110. Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series A. Klisch & C. Atzberger https://doi.org/10.3390/rs8040267
111. Investigating the Long-Term Spatial and Temporal Characteristics of Vegetative Drought in the Contiguous United States S. Zhong et al. https://doi.org/10.1109/JSTARS.2019.2896159
112. Recent ENSO influence on East African drought during rainy seasons through the synergistic use of satellite and reanalysis data S. Park et al. https://doi.org/10.1016/j.isprsjprs.2020.02.003
113. Using a Diagnostic Soil-Plant-Atmosphere Model for Monitoring Drought at Field to Continental Scales M. Anderson et al. https://doi.org/10.1016/j.proenv.2013.06.006
114. Long-term spatiotemporal variation of drought patterns over the Greater Horn of Africa G. Gebremeskel Haile et al. https://doi.org/10.1016/j.scitotenv.2019.135299
115. Drought cascade lag time estimation across Africa based on remote sensing of hydrological cycle components A. Amazirh et al. https://doi.org/10.1016/j.advwatres.2023.104586
116. Droughts in East Africa: Causes, impacts and resilience G. Gebremeskel Haile et al. https://doi.org/10.1016/j.earscirev.2019.04.015
117. Geospatial monitoring and analysis of agricultural drought to identify hotspots and risk assessment for Senegal G. Singh et al. https://doi.org/10.1016/j.geosus.2024.10.004
118. Calculating Crop Water Requirement Satisfaction in the West Africa Sahel with Remotely Sensed Soil Moisture A. McNally et al. https://doi.org/10.1175/JHM-D-14-0049.1
119. Drought Quantification in Africa Using Remote Sensing, Gaussian Kernel, and Machine Learning F. Sseguya & K. Jun https://doi.org/10.3390/w16182656