Citations (65)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (8)
C. S. Murthy, Malay Kumar Poddar, Karun Kumar Choudhary, Varun Pandey, P. Srikanth, Siddesh Ramasubramanian & G. Senthil Kumar. (2022) Paddy crop insurance using satellite-based composite index of crop performance. Geomatics, Natural Hazards and Risk 13:1, pages 310-336.
Read now
Read now
Thiago Frank, Anne Smith, Bill Houston, Xiaohui Yang & Xulin Guo. (2022) Estimating Biophysical Parameters of Native Grasslands Using Spectral Data Derived from Close Range Hyperspectral and Satellite Data. Canadian Journal of Remote Sensing 48:5, pages 633-648.
Read now
Read now
Prabir Kumar Das, Dilip Kumar Das, Subrata Kumar Midya, Uday Raj & Vinay Kumar Dadhwal. (2020) Fore-warning of early season agricultural drought condition over Indian region – a fractional wetness approach. Geocarto International 35:6, pages 569-588.
Read now
Read now
Stéphanie Landry, Martin-Hugues St-Laurent, Peter R. Nelson, Gaetan Pelletier & Marc-André Villard. (2018) Canopy Cover Estimation from Landsat Images: Understory Impact onTop-of-canopy Reflectance in a Northern Hardwood Forest. Canadian Journal of Remote Sensing 44:5, pages 435-446.
Read now
Read now
Prabir Kumar Das, Bhavana Sahay, M. V. R. Seshasai & Dibyendu Dutta. (2017) Generation of improved surface moisture information using angle-based drought index derived from Resourcesat-2 AWiFS for Haryana state, India. Geomatics, Natural Hazards and Risk 8:2, pages 271-281.
Read now
Read now
Victor Hugo de Morais Danelichen, Marcelo Sacardi Biudes, Maísa Caldas Souza, Nadja Gomes Machado & José de Souza Nogueira. (2016) Relations of vegetation and water indices to volumetric soil water content in the Pantanal of Mato Grosso, Brazil. International Journal of Remote Sensing 37:18, pages 4261-4275.
Read now
Read now
Carmine Maffei & Massimo Menenti. (2014) A MODIS-based perpendicular moisture index to retrieve leaf moisture content of forest canopies. International Journal of Remote Sensing 35:5, pages 1829-1845.
Read now
Read now
Katja Richter, Francesco Vuolo, Guido D'Urso & Mario Palladino. (2012) Evaluation of near-surface soil water status through the inversion of soil–canopy radiative transfer models in the reflective optical domain. International Journal of Remote Sensing 33:17, pages 5473-5491.
Read now
Read now
Articles from other publishers (57)
Suyog Balasaheb Khose & Damodhara Rao Mailapalli. (2024) Spatial mapping of soil moisture content using very-high resolution UAV-based multispectral image analytics. Smart Agricultural Technology 8, pages 100467.
Crossref
Crossref
Gaylan Rasul Faqe Ibrahim, Azad Rasul & Haidi Abdullah. (2023) Assessing how irrigation practices and soil moisture affect crop growth through monitoring Sentinel-1 and Sentinel-2 data. Environmental Monitoring and Assessment 195:11.
Crossref
Crossref
Ruilin Chen, Xiaoyue Tan, Yuanming Zhang, Hui Chen, Benfeng Yin, Xiaolin Zhu & Jin Chen. (2023) Monitoring rainfall events in desert areas using the spectral response of biological soil crusts to hydration: Evidence from the Gurbantunggut Desert, China. Remote Sensing of Environment 286, pages 113448.
Crossref
Crossref
Chung-Te Chang, Jun-Yi Lee, Jyh-Min Chiang, Hsueh-Ching Wang, Jr-Chuan Huang, Chun-Wei Tseng, Chiu-Hsien Wang & Shu-Wei Fu. (2022) Characterizing the climate-phenology-hydrology associations in a subtropical forested watershed, central Taiwan. Ecological Indicators 145, pages 109650.
Crossref
Crossref
Sanjiwana Arjasakusuma, Sandiaga Swahyu Kusuma, Yenni Vetrita, Indah Prasasti & Rahmat Arief. (2022) Monthly Burned-Area Mapping using Multi-Sensor Integration of Sentinel-1 and Sentinel-2 and machine learning: Case Study of 2019's fire events in South Sumatra Province, Indonesia. Remote Sensing Applications: Society and Environment 27, pages 100790.
Crossref
Crossref
Joe R. Melton, Ed Chan, Koreen Millard, Matthew Fortier, R. Scott Winton, Javier M. Martín-López, Hinsby Cadillo-Quiroz, Darren Kidd & Louis V. Verchot. (2022) A map of global peatland extent created using machine learning (Peat-ML). Geoscientific Model Development 15:12, pages 4709-4738.
Crossref
Crossref
C.S. Murthy, M.K. Poddar, Karun Kumar Choudhary, P. Srikanth, Varun Pandey, Siddesh Ramasubramanian & G. Senthil Kumar. (2022) Remote sensing based crop insurance for jute (Corchorus olitorius) crop in India. Remote Sensing Applications: Society and Environment 26, pages 100717.
Crossref
Crossref
David McJannet, Geoff Carlin, Catherine Ticehurst, Anna Greve & Carolina Sardella. (2021) Determination of Evaporation from a Tailings Storage Facility Using Field Measurements and Satellite ObservationsBestimmung der Verdunstung aus Absetzbecken mittels Feldmessungen und SatellitenbeobachtungenDeterminación de la evaporación de una instalación de almacenamiento de residuos mediante mediciones de campo y observaciones por satélite采用现场测量和卫星监测方法确定尾矿储存设施的蒸发量. Mine Water and the Environment 41:1, pages 176-193.
Crossref
Crossref
Yanan Zhou, Wei Wu, Huan Wang, Xin Zhang, Chao Yang & Hongbin Liu. (2022) Identification of Soil Texture Classes Under Vegetation Cover Based on Sentinel-2 Data With SVM and SHAP Techniques. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15, pages 3758-3770.
Crossref
Crossref
Liliana Castillo-Villamor, Andy Hardy, Pete Bunting, Willian Llanos-Peralta, Miguel Zamora, Yeison Rodriguez & Douglas A. Gomez-Latorre. (2021) The Earth Observation-based Anomaly Detection (EOAD) system: A simple, scalable approach to mapping in-field and farm-scale anomalies using widely available satellite imagery. International Journal of Applied Earth Observation and Geoinformation 104, pages 102535.
Crossref
Crossref
Rakesh Chandra Joshi, Dongryeol Ryu, Gary J. Sheridan & Patrick N. J. Lane. (2021) Modeling Vegetation Water Stress over the Forest from Space: Temperature Vegetation Water Stress Index (TVWSI). Remote Sensing 13:22, pages 4635.
Crossref
Crossref
Saeid Amini, Mehdi Momeni & Amirhassan Monadjemi. (2021) Sensitivity analysis of Look-up table for satellite-based aerosol optical depth retrieval. Journal of Aerosol Science 158, pages 105842.
Crossref
Crossref
Pablo Torres, Marina Rodes-Blanco, Alba Viana-Soto, Hector Nieto & Mariano García. (2021) The Role of Remote Sensing for the Assessment and Monitoring of Forest Health: A Systematic Evidence Synthesis. Forests 12:8, pages 1134.
Crossref
Crossref
Lilin Zhang, Michael Marshall, Andy Nelson & Anton Vrieling. (2021) A global assessment of PT-JPL soil evaporation in agroecosystems with optical, thermal, and microwave satellite data. Agricultural and Forest Meteorology 306, pages 108455.
Crossref
Crossref
Sicong Gao, Pascal Castellazzi, R. Willem Vervoort & Tanya M. Doody. (2021) Fine scale mapping of fractional tree canopy cover to support river basin management. Hydrological Processes 35:4.
Crossref
Crossref
Josefina Mosre & Francisco Suárez. (2021) Actual Evapotranspiration Estimates in Arid Cold Regions Using Machine Learning Algorithms with In Situ and Remote Sensing Data. Water 13:6, pages 870.
Crossref
Crossref
Subhadip Dey, Ushasi Chaudhuri, Narayanarao Bhogapurapu, Juan M. Lopez-Sanchez, Biplab Banerjee, Avik Bhattacharya, Dipankar Mandal & Yalamanchili Subrahmanyeswara Rao. (2021) Synergistic Use of TanDEM-X and Landsat-8 Data for Crop-Type Classification and Monitoring. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 8744-8760.
Crossref
Crossref
Ying Liu, Jiaxin Qian & Hui Yue. (2021) Comprehensive Evaluation of Sentinel-2 Red Edge and Shortwave-Infrared Bands to Estimate Soil Moisture. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 7448-7465.
Crossref
Crossref
Gregory Giuliani, Elvire Egger, Julie Italiano, Charlotte Poussin, Jean-Philippe Richard & Bruno Chatenoux. (2020) Essential Variables for Environmental Monitoring: What Are the Possible Contributions of Earth Observation Data Cubes?. Data 5:4, pages 100.
Crossref
Crossref
Qiaozhen Mu, Amit Angal, Kevin Twedt, Aisheng Wu & Xiaoxiong Xiong. (2020) MODIS detector differences using deep convective clouds and desert targets. MODIS detector differences using deep convective clouds and desert targets.
Jashvina Devadoss, Nicola Falco, Baptiste Dafflon, Yuxin Wu, Maya Franklin, Anna Hermes, Eve-Lyn S. Hinckley & Haruko Wainwright. (2020) Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem. Remote Sensing 12:17, pages 2733.
Crossref
Crossref
Maria Casamitjana, Maria C. Torres-Madroñero, Jaime Bernal-Riobo & Diego Varga. (2020) Soil Moisture Analysis by Means of Multispectral Images According to Land Use and Spatial Resolution on Andosols in the Colombian Andes. Applied Sciences 10:16, pages 5540.
Crossref
Crossref
Leizhen Liu, Yanguo Teng, Jianjun Wu, Wenhui Zhao, Shasha Liu & Qiu Shen. (2020) Soil water deficit promotes the effect of atmospheric water deficit on solar-induced chlorophyll fluorescence. Science of The Total Environment 720, pages 137408.
Crossref
Crossref
Paul Macintyre, Adriaan van Niekerk & Ladislav Mucina. (2020) Efficacy of multi-season Sentinel-2 imagery for compositional vegetation classification. International Journal of Applied Earth Observation and Geoinformation 85, pages 101980.
Crossref
Crossref
Chenyang Xu, John J. Qu, Xianjun Hao & Di Wu. (2020) Monitoring Surface Soil Moisture Content over the Vegetated Area by Integrating Optical and SAR Satellite Observations in the Permafrost Region of Tibetan Plateau. Remote Sensing 12:1, pages 183.
Crossref
Crossref
Chenyang Xu, John J. Qu, Xianjun Hao, Michael H. Cosh, Zhiliang Zhu & Laurel Gutenberg. (2020) Monitoring crop water content for corn and soybean fields through data fusion of MODIS and Landsat measurements in Iowa. Agricultural Water Management 227, pages 105844.
Crossref
Crossref
Sergio Fagherazzi, Giovanna Nordio, Keila Munz, Daniele Catucci & William S. Kearney. (2019) Variations in Persistence and Regenerative Zones in Coastal Forests Triggered by Sea Level Rise and Storms. Remote Sensing 11:17, pages 2019.
Crossref
Crossref
Sanaz Zare, Seyed Rashid Fallah Shamsi & Seyed Ali Abtahi. (2019) Weakly-coupled geo-statistical mapping of soil salinity to Stepwise Multiple Linear Regression of MODIS spectral image products. Journal of African Earth Sciences 152, pages 101-114.
Crossref
Crossref
Mohammad Hossein Shahrokhnia & Seyed Hamid Ahmadi. 2019. Spatial Modeling in GIS and R for Earth and Environmental Sciences. Spatial Modeling in GIS and R for Earth and Environmental Sciences
21
53
.
Rocío A. Araya-López, Javier Lopatin, Fabian E. Fassnacht & H. Jaime Hernández. (2018) Monitoring Andean high altitude wetlands in central Chile with seasonal optical data: A comparison between Worldview-2 and Sentinel-2 imagery. ISPRS Journal of Photogrammetry and Remote Sensing 145, pages 213-224.
Crossref
Crossref
Leizhen Liu, Xi Yang, Hongkui Zhou, Shasha Liu, Lei Zhou, Xiaohan Li, Jianhua Yang & Jianjun Wu. (2018) Relationship of root zone soil moisture with solar-induced chlorophyll fluorescence and vegetation indices in winter wheat: A comparative study based on continuous ground-measurements. Ecological Indicators 90, pages 9-17.
Crossref
Crossref
Jae-Hyun Ryu, Kyung-Soo Han, Sungwook Hong, No-Wook Park, Yang-Won Lee & Jaeil Cho. (2018) Satellite-Based Evaluation of the Post-Fire Recovery Process from the Worst Forest Fire Case in South Korea. Remote Sensing 10:6, pages 918.
Crossref
Crossref
Chung-Te Chang, Hsueh-Ching Wang & Cho-ying Huang. (2017) Assessment of MODIS-derived indices (2001–2013) to drought across Taiwan’s forests. International Journal of Biometeorology 62:5, pages 809-822.
Crossref
Crossref
Hao Sun, Weihan Liu, Yanmei Wang & Shuyun Yuan. (2017) Evaluation of Typical Spectral Vegetation Indices for Drought Monitoring in Cropland of the North China Plain. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 10:12, pages 5404-5411.
Crossref
Crossref
Sangeeta Bansal, Deeksha Katyal & J.K. Garg. (2017) A novel strategy for wetland area extraction using multispectral MODIS data. Remote Sensing of Environment 200, pages 183-205.
Crossref
Crossref
Norman G. Loeb, Hailan Wang, Lusheng Liang, Seiji Kato & Fred G. Rose. (2017) Surface energy budget changes over Central Australia during the early 21st century drought. International Journal of Climatology 37:1, pages 159-168.
Crossref
Crossref
Xiang Zhang & Nengcheng Chen. (2016) Reconstruction of GF-1 Soil Moisture Observation Based on Satellite and <italic>In Situ</italic> Sensor Collaboration Under Full Cloud Contamination. IEEE Transactions on Geoscience and Remote Sensing 54:9, pages 5185-5202.
Crossref
Crossref
Wenzhe Jiao, Lifu Zhang, Qing Chang, Dongjie Fu, Yi Cen & Qingxi Tong. (2016) Evaluating an Enhanced Vegetation Condition Index (VCI) Based on VIUPD for Drought Monitoring in the Continental United States. Remote Sensing 8:3, pages 224.
Crossref
Crossref
Linlin Li, Anton Vrieling, Andrew Skidmore, Tiejun Wang, Antonio-Román Muñoz & Eren Turak. (2015) Evaluation of MODIS Spectral Indices for Monitoring Hydrological Dynamics of a Small, Seasonally-Flooded Wetland in Southern Spain. Wetlands 35:5, pages 851-864.
Crossref
Crossref
A. AghaKouchak, A. Farahmand, F. S. Melton, J. Teixeira, M. C. Anderson, B. D. Wardlow & C. R. Hain. (2015) Remote sensing of drought: Progress, challenges and opportunities. Reviews of Geophysics 53:2, pages 452-480.
Crossref
Crossref
Chi-Farn Chen, Miguel Conrado Valdez, Ni-Bin Chang, Li-Yu Chang & Pei-Yao Yuan. (2014) Monitoring Spatiotemporal Surface Soil Moisture Variations During Dry Seasons in Central America With Multisensor Cascade Data Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7:11, pages 4340-4355.
Crossref
Crossref
Silvia Huber, Torbern Tagesson & Rasmus Fensholt. (2014) An automated field spectrometer system for studying VIS, NIR and SWIR anisotropy for semi-arid savanna. Remote Sensing of Environment 152, pages 547-556.
Crossref
Crossref
Alijafar Mousivand, Massimo Menenti, Ben Gorte & Wout Verhoef. (2014) Global sensitivity analysis of the spectral radiance of a soil–vegetation system. Remote Sensing of Environment 145, pages 131-144.
Crossref
Crossref
Steven M. de Jong, Elisabeth A. Addink & Jonathan C. Doelman. (2014) Detecting leaf-water content in Mediterranean trees using high-resolution spectrometry. International Journal of Applied Earth Observation and Geoinformation 27, pages 128-136.
Crossref
Crossref
J.M. Barrios, W.W. Verstraeten, P. Maes, J.M. Aerts, J. Farifteh & P. Coppin. (2013) Seasonal vegetation variables and their impact on the spatio-temporal patterns of nephropathia epidemica and Lyme borreliosis in Belgium. Applied Geography 45, pages 230-240.
Crossref
Crossref
Prabir Kumar Das, Srirama C. Murthy & M. V. R. Seshasai. (2013) Early-season agricultural drought: detection, assessment and monitoring using Shortwave Angle and Slope Index (SASI) data. Environmental Monitoring and Assessment 185:12, pages 9889-9902.
Crossref
Crossref
George PetropoulosBrian Barrett & George Petropoulos. 2013. Remote Sensing of Energy Fluxes and Soil Moisture Content. Remote Sensing of Energy Fluxes and Soil Moisture Content
85
120
.
Jørgen Olsen, Pietro Ceccato, Simon Proud, Rasmus Fensholt, Manuela Grippa, Eric Mougin, Jonas Ardö & Inge Sandholt. (2013) Relation between Seasonally Detrended Shortwave Infrared Reflectance Data and Land Surface Moisture in Semi‑Arid Sahel. Remote Sensing 5:6, pages 2898-2927.
Crossref
Crossref
Cornelius Senf, Dirk Pflugmacher, Sebastian van der Linden & Patrick Hostert. (2013) Mapping Rubber Plantations and Natural Forests in Xishuangbanna (Southwest China) Using Multi-Spectral Phenological Metrics from MODIS Time Series. Remote Sensing 5:6, pages 2795-2812.
Crossref
Crossref
Carole Delenne, Jean-Stéphane Bailly & Michel Deshayes. (2013) Testing the Relevance of Daily MODIS Data to Monitor Mediterranean Shrubland Canopy Water Content with Temporal Cross-Correlation Analyses. International Journal of Agricultural and Environmental Information Systems 4:1, pages 1-19.
Crossref
Crossref
Shishi Liu, Dar A. Roberts, Oliver A. Chadwick & Chris J. Still. (2012) Spectral responses to plant available soil moisture in a Californian grassland. International Journal of Applied Earth Observation and Geoinformation 19, pages 31-44.
Crossref
Crossref
J.M. Barrios, W.W. Verstraeten, P. Maes, J. Clement, J.M. Aerts, J. Farifteh, K. Lagrou, M. Van Ranst & P. Coppin. (2012) Remotely sensed vegetation moisture as explanatory variable of Lyme borreliosis incidence. International Journal of Applied Earth Observation and Geoinformation 18, pages 1-12.
Crossref
Crossref
Ni-Bin Chang & Yang HongLingli Wang, John Qu & Xianjun Hao. 2012. Multiscale Hydrologic Remote Sensing. Multiscale Hydrologic Remote Sensing
507
536
.
M. Shammi Akther & Quazi K. Hassan. (2011) Remote Sensing-Based Assessment of Fire Danger Conditions Over Boreal Forest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 4:4, pages 992-999.
Crossref
Crossref
E. Raymond HuntJr.Jr., Li Li, M. Tugrul Yilmaz & Thomas J. Jackson. (2011) Comparison of vegetation water contents derived from shortwave-infrared and passive-microwave sensors over central Iowa. Remote Sensing of Environment 115:9, pages 2376-2383.
Crossref
Crossref
Dailiang Peng, Alfredo R. Huete, Jingfeng Huang, Fuming Wang & Huasheng Sun. (2011) Detection and estimation of mixed paddy rice cropping patterns with MODIS data. International Journal of Applied Earth Observation and Geoinformation 13:1, pages 13-23.
Crossref
Crossref
Shishi Liu, Oliver A. Chadwick, Dar A. Roberts & Chris J. Still. (2011) Relationships between GPP, Satellite Measures of Greenness and Canopy Water Content with Soil Moisture in Mediterranean-Climate Grassland and Oak Savanna. Applied and Environmental Soil Science 2011, pages 1-14.
Crossref
Crossref