Citations (137)
Keep up to date with the latest research on this topic with citation updates for this article.
Read on this site (15)
Saeed Naseri, Bahman Farhadi Bansouleh, Bahareh Hassanpour & Arash Azari. (2024) Field-scale evaluation of remote sensing soil moisture retrievals using a multi-satellite approach. Journal of Spatial Science 69:1, pages 181-202.
Read now
Read now
Nan Liu, Wei Zhu, Shaobo Zhong & Haitao Cheng. (2023) Spatial-temporal characteristics and influencing factors of wildfire occurrence and correlation with WUI presence in Beijing-Tianjin-Hebei region, China. Geomatics, Natural Hazards and Risk 14:1.
Read now
Read now
N. R. Patel, Ambika Mukund & Bikash Ranjan Parida. (2022) Satellite-derived vegetation temperature condition index to infer root zone soil moisture in semi-arid province of Rajasthan, India. Geocarto International 37:1, pages 179-195.
Read now
Read now
G. P. Petropoulos, P. K. Srivastava, K. P. Ferentinos & D. Hristopoulos. (2020) Evaluating the capabilities of optical/TIR imaging sensing systems for quantifying soil water content. Geocarto International 35:5, pages 494-511.
Read now
Read now
Kai Liu, Shudong Wang, Xueke Li, Yao Li, Bo Zhang & Ruiting Zhai. (2020) The assessment of different vegetation indices for spatial disaggregating of thermal imagery over the humid agricultural region. International Journal of Remote Sensing 41:5, pages 1907-1926.
Read now
Read now
Nguyen Thanh Son, Chi Farn Chen, Cheng Ru Chen, Mario Giovanni Molina Masferrer & Luis Eduardo Menjívar Recinos. (2019) Multitemporal Landsat-MODIS fusion for cropland drought monitoring in El Salvador . Geocarto International 34:12, pages 1363-1383.
Read now
Read now
Adnan Aziz, Mudassar Umar, Muhammad Mansha, Mehwish Shafi Khan, Muhammad Naveed Javed, Hailiang Gao, Suhaib Bin Farhan, Imran Iqbal & Shaikh Abdullah. (2018) Assessment of drought conditions using HJ-1A/1B data: a case study of Potohar region, Pakistan. Geomatics, Natural Hazards and Risk 9:1, pages 1019-1036.
Read now
Read now
Vahid Moosavi, Ali Talebi, Mohammad Hossein Mokhtari & Mohammad Reza Hadian. (2016) Estimation of spatially enhanced soil moisture combining remote sensing and artificial intelligence approaches. International Journal of Remote Sensing 37:23, pages 5605-5631.
Read now
Read now
Jaeil Cho, Jae-Hyun Ryu, Pat J.-F. Yeh, Yang-Won Lee & Sungwook Hong. (2016) Satellite-based assessment of Amazonian surface dryness due to deforestation. Remote Sensing Letters 7:1, pages 71-80.
Read now
Read now
Jaeil Cho, Yang-Won Lee & Ho-Sang Lee. (2014) Assessment of the relationship between thermal-infrared-based temperature−vegetation dryness index and microwave satellite-derived soil moisture. Remote Sensing Letters 5:7, pages 627-636.
Read now
Read now
Pei Leng, Xiaoning Song, Zhao-Liang Li, Jianwei Ma, Fangcheng Zhou & Shuang Li. (2014) Bare surface soil moisture retrieval from the synergistic use of optical and thermal infrared data. International Journal of Remote Sensing 35:3, pages 988-1003.
Read now
Read now
Xiaoning Song, Pei Leng, Xiaotao Li, Xinhui Li & Jianwei Ma. (2013) Retrieval of daily evolution of soil moisture from satellite-derived land surface temperature and net surface shortwave radiation. International Journal of Remote Sensing 34:9-10, pages 3289-3298.
Read now
Read now
Zhigang Sun, Qinxue Wang, Bunkei Matsushita, Takehiko Fukushima, Zhu Ouyang, Masataka Watanabe & Mekonnen Gebremichael. (2011) Evaluation of the VI–T
s method for estimating the land surface moisture index and air temperature using ASTER and MODIS data in the North China Plain. International Journal of Remote Sensing 32:22, pages 7257-7278.
Read now
Read now
Li Zhang, Lei Ji & BruceK. Wylie. (2011) Response of spectral vegetation indices to soil moisture in grasslands and shrublands. International Journal of Remote Sensing 32:18, pages 5267-5286.
Read now
Read now
Jian Chen, Chunzhi Wang, Hong Jiang, Liuxi Mao & Zhenrong Yu. (2011) Estimating soil moisture using Temperature–Vegetation Dryness Index (TVDI) in the Huang-huai-hai (HHH) plain. International Journal of Remote Sensing 32:4, pages 1165-1177.
Read now
Read now
Articles from other publishers (122)
Cheng Tong, Yang Ye, Tianjie Zhao, Haijun Bao & Hongquan Wang. (2024) Soil moisture disaggregation via coupling geographically weighted regression and radiative transfer model. Journal of Hydrology 634, pages 131053.
Crossref
Crossref
Xingyu Zhou & Xinhui Xu. (2024) The research of common drought indexes for the application to the drought monitoring in the region of Jin Sha river. Open Geosciences 16:1.
Crossref
Crossref
Qianqian Han, Yijian Zeng, Lijie Zhang, Calimanut-Ionut Cira, Egor Prikaziuk, Ting Duan, Chao Wang, Brigitta Szabó, Salvatore Manfreda, Ruodan Zhuang & Bob Su. (2023) Ensemble of optimised machine learning algorithms for predicting surface soil moisture content at a global scale. Geoscientific Model Development 16:20, pages 5825-5845.
Crossref
Crossref
Sinan Wang, Ruiping Li, Yingjie Wu & Wenjun Wang. (2023) Estimation of surface soil moisture by combining a structural equation model and an artificial neural network (SEM-ANN). Science of The Total Environment 876, pages 162558.
Crossref
Crossref
Yuanjian Teng, Huazhong Ren, Jinshun Zhu, Chenchen Jiang, Xin Ye & Hui Zeng. (2023) A practical method for angular normalization on land surface temperature using space between thermal radiance and fraction of vegetation cover. Remote Sensing of Environment 291, pages 113558.
Crossref
Crossref
Sooraj Krishnan & J. Indu. (2023) Assessing the potential of temperature/vegetation index space to infer soil moisture over Ganga Basin. Journal of Hydrology 621, pages 129611.
Crossref
Crossref
Amba Shalishe, Anirudh Bhowmick & Kumneger Elias. (2023) Agricultural drought analysis and its association among land surface temperature, soil moisture and precipitation in Gamo Zone, Southern Ethiopia: a remote sensing approach. Natural Hazards 117:1, pages 57-70.
Crossref
Crossref
Yuanyuan Xu, Yuxin Chen, Jiajia Yang, Weilai Zhang, Yongxiang Wang, Jiaxuan Wei & Wuxue Cheng. (2023) Drought in Shanxi Province Based on Remote Sensing Drought Index Analysis of Spatial and Temporal Variation Characteristics. Atmosphere 14:5, pages 799.
Crossref
Crossref
Muhammad Ijaz, Qudsia Zafar, Aftab Ahmad Khan & Sher Shah Hassan. (2022) Assessing drought and its impacts on wheat yield using remotely sensed observations in rainfed Potohar region of Pakistan. Environment, Development and Sustainability 25:4, pages 3699-3721.
Crossref
Crossref
Fang Shi, Boxiang Yang & Mingshi Li. (2023) An improved framework for assessing the impact of different urban development strategies on land cover and ecological quality changes -A case study from Nanjing Jiangbei New Area, China. Ecological Indicators 147, pages 109998.
Crossref
Crossref
Qianqian Han, Yijian Zeng, Lijie Zhang, Chao Wang, Egor Prikaziuk, Zhenguo Niu & Bob Su. (2023) Global long term daily 1 km surface soil moisture dataset with physics informed machine learning. Scientific Data 10:1.
Crossref
Crossref
Amin Rostami, Mahmoud Raeini-Sarjaz, Jafar Chabokpour & Aaron Anil Chadee. (2023) Soil moisture monitoring by downscaling of remote sensing products using LST/VI space derived from MODIS products. Water Supply 23:2, pages 688-705.
Crossref
Crossref
Dayou Luo, Xingping Wen & Ping He. (2023) Surface Soil Moisture Estimation Using a Neural Network Model in Bare Land and Vegetated Areas. Journal of Spectroscopy 2023, pages 1-10.
Crossref
Crossref
A Sediyo Adi Nugraha, Muhammad Kamal, Sigit Heru Murti & Wirastuti Widyatmanti. (2023) Development of the triangle method for drought studies based on remote sensing images: A review. Remote Sensing Applications: Society and Environment 29, pages 100920.
Crossref
Crossref
Samadrita Mukherjee & Sugata Hazra. (2022) Assessment of agricultural drought using multi-temporal synthetic aperture radar (SAR) and multispectral data – A case study on part of Odisha State, India. Advances in Space Research 70:12, pages 3859-3869.
Crossref
Crossref
Yushu Xia, Jennifer D. Watts, Megan B. Machmuller & Jonathan Sanderman. (2022) Machine learning based estimation of field-scale daily, high resolution, multi-depth soil moisture for the Western and Midwestern United States. PeerJ 10, pages e14275.
Crossref
Crossref
D S D Arlan, E Kusratmoko & R Hernina. (2022) The identification of soil moisture as a factor of drought in cilutung watershed during indian ocean dipole year. IOP Conference Series: Earth and Environmental Science 1089:1, pages 012017.
Crossref
Crossref
Zhicai Li, Xu Gong, Mingjia Liu, Hui Tang, Yifan Yao, Mengfan Liu & Fei Yang. (2022) A Temperature Refinement Method Using the ERA5 Reanalysis Data. Atmosphere 13:10, pages 1622.
Crossref
Crossref
Sabita Roy, Sugata Hazra, Abhra Chanda & Sourav Das. (2022) Land suitability analysis using AHP-based multi-criteria decision model for sustainable agriculture in red and lateritic zones of West Bengal, India. Journal of Earth System Science 131:4.
Crossref
Crossref
Yangxiaoyue Liu & Yaping Yang. (2022) Advances in the Quality of Global Soil Moisture Products: A Review. Remote Sensing 14:15, pages 3741.
Crossref
Crossref
Bijay Halder, Tiyasha Tiyasha, Shamsuddin Shahid & Zaher Mundher Yaseen. (2022) Delineation of urban expansion and drought-prone areas using vegetation conditions and other geospatial indices. Theoretical and Applied Climatology 149:3-4, pages 1277-1295.
Crossref
Crossref
Zebin Zhao, Rui Jin, Jian Kang, Chunfeng Ma & Weizhen Wang. (2022) Using of Remote Sensing-Based Auxiliary Variables for Soil Moisture Scaling and Mapping. Remote Sensing 14:14, pages 3373.
Crossref
Crossref
Jun Chen & Liguo Cao. (2022) Spatiotemporal Variability in Water-Use Efficiency in Tianshan Mountains (Xinjiang, China) and the Influencing Factors. Sustainability 14:13, pages 8191.
Crossref
Crossref
Yi Liu, Zhongyun Ni, Yinbing Zhao, Guoli Zhou, Yuhao Luo, Shuai Li, Dong Wang & Shaowen Zhang. (2022) Spatial-Temporal Evolution and Driving Forces of Drying Trends on the Qinghai-Tibet Plateau Based on Geomorphological Division. International Journal of Environmental Research and Public Health 19:13, pages 7909.
Crossref
Crossref
Kishan Singh Rawat, Vinay Kumar Sehgal, Sudhir Kumar Singh & Shibendu S. Ray. (2022) Soil moisture estimation using triangular method at higher resolution from MODIS products. Physics and Chemistry of the Earth, Parts A/B/C 126, pages 103051.
Crossref
Crossref
Xiaozhuang Geng, Huan Li, Zhaoyuan Yao, Xi Chen, Zekun Yang, Sien Li, Lifeng Wu & Yaokui Cui. (2022) Potential of ANN for Prolonging Remote Sensing-Based Soil Moisture Products for Long-term Time Series Analysis. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
Crossref
Crossref
Guoliang Zhang, Xin Chen, Yi Zhou, Li Jiang, Yuling Jin, Yukai Wei, Yunpeng Li, Zhihua Pan & Pingli An. (2022) Aridification in a farming-pastoral ecotone of northern China from 2 perspectives: Climate and soil. Journal of Environmental Management 302, pages 114070.
Crossref
Crossref
Lalit Kumar Sharma, Bheem Dutt Joshi, Mukesh Thakur & Kailash Chandra. 2022. Biodiversity in India: Status, Issues and Challenges. Biodiversity in India: Status, Issues and Challenges
149
173
.
Ramanarayan Sankriti, Saravanan Subbarayan, Manjunath Aluru, Leelambar Singh, Jacinth Jennifer J & Devanantham Abijith. 2022. Hydrological Modeling. Hydrological Modeling
505
515
.
Lijie Zhang, Yijian Zeng, Ruodan Zhuang, Brigitta Szabó, Salvatore Manfreda, Qianqian Han & Zhongbo Su. (2021) In Situ Observation-Constrained Global Surface Soil Moisture Using Random Forest Model. Remote Sensing 13:23, pages 4893.
Crossref
Crossref
Ying Liu, Jiaxin Qian & Hui Yue. (2021) Comparison and evaluation of different dryness indices based on vegetation indices-land surface temperature/albedo feature space. Advances in Space Research 68:7, pages 2791-2803.
Crossref
Crossref
Xue Zhou & Yang Zhou. (2021) Spatio-Temporal Variation and Driving Forces of Land-Use Change from 1980 to 2020 in Loess Plateau of Northern Shaanxi, China. Land 10:9, pages 982.
Crossref
Crossref
Wang Weidan, Sun Li, Pei Zhiyuan, Chen Yuanyuan & Dong Mo. (2021) Comparison of TVDI and soil moisture response based on various vegetation indices. Comparison of TVDI and soil moisture response based on various vegetation indices.
Ziyang Zhao, Hongrui Wang, Daoqing Qin & Cheng Wang. (2021) Large-scale monitoring of soil moisture using Temperature Vegetation Quantitative Index (TVQI) and exponential filtering: A case study in Beijing. Agricultural Water Management 252, pages 106896.
Crossref
Crossref
Majid Kazemzadeh, Ali Salajegheh, Arash Malekian, Abdolmajid Liaghat & Hossein Hashemi. (2021) Soil moisture change analysis under watershed management practice using in situ and remote sensing data in a paired watershed. Environmental Monitoring and Assessment 193:5.
Crossref
Crossref
Patrick N.L. Lamptey, George P. Petropoulos & Prashant K. Srivastava. 2021. Advances in Remote Sensing for Natural Resource Monitoring. Advances in Remote Sensing for Natural Resource Monitoring
111
131
.
Rui Zhang & Hongjun Li. (2021) Study on the Influence and Correction of Spatial Heterogeneity of Air Temperature in Drought Remote Sensing Monitoring. IOP Conference Series: Earth and Environmental Science 734:1, pages 012016.
Crossref
Crossref
Yangxiaoyue Liu, Yuke Zhou, Ning Lu, Ronglin Tang, Naijing Liu, Yong Li, Ji Yang, Wenlong Jing & Chenghu Zhou. (2021) Comprehensive assessment of Fengyun-3 satellites derived soil moisture with in-situ measurements across the globe. Journal of Hydrology 594, pages 125949.
Crossref
Crossref
Mohammad Hossein Jahangir & Mina Arast. (2020) Estimation of Surface Soil Moisture Based on Improved Multi-index Models and Surface Energy Balance System. Natural Resources Research 30:1, pages 789-804.
Crossref
Crossref
Haibin Gu, Zhe Lin, Wenxuan Guo & Sanjit Deb. (2021) Retrieving Surface Soil Water Content Using a Soil Texture Adjusted Vegetation Index and Unmanned Aerial System Images. Remote Sensing 13:1, pages 145.
Crossref
Crossref
Yi QIN, Ting-bin ZHANG, Gui-hua YI, Peng-tao WEI & Da YANG. (2021) Remote sensing monitoring and analysis of influencing factors of drought in Inner Mongolia growing season since 2000. JOURNAL OF NATURAL RESOURCES 36:2, pages 459.
Crossref
Crossref
Huichao Zhao, Yi Li, Xinguo Chen, Haoran Wang, Ning Yao & Fenggui Liu. (2020) Monitoring monthly soil moisture conditions in China with temperature vegetation dryness indexes based on an enhanced vegetation index and normalized difference vegetation index. Theoretical and Applied Climatology 143:1-2, pages 159-176.
Crossref
Crossref
Liangliang Tao, Dongryeol Ryu, Andrew Western & Dale Boyd. (2020) A New Drought Index for Soil Moisture Monitoring Based on MPDI-NDVI Trapezoid Space Using MODIS Data. Remote Sensing 13:1, pages 122.
Crossref
Crossref
Karol Przeździecki & Jarosław Zawadzki. (2020) Modification of the Land Surface Temperature – Vegetation Index Triangle Method for soil moisture condition estimation by using SYNOP reports. Ecological Indicators 119, pages 106823.
Crossref
Crossref
Kul Vaibhav Sharma, Sumit Khandelwal & Nivedita Kaul. (2020) Comparative Assessment of Vegetation Indices in Downscaling of MODIS Satellite Land Surface Temperature. Remote Sensing in Earth Systems Sciences 3:3-4, pages 156-167.
Crossref
Crossref
Lina Yuan, Long Li, Ting Zhang, Longqian Chen, Jianlin Zhao, Sai Hu, Liang Cheng & Weiqiang Liu. (2020) Soil Moisture Estimation for the Chinese Loess Plateau Using MODIS-derived ATI and TVDI. Remote Sensing 12:18, pages 3040.
Crossref
Crossref
Vu Hien Phan, Vi Tung Dinh & Zhongbo Su. (2020) Trends in Long-Term Drought Changes in the Mekong River Delta of Vietnam. Remote Sensing 12:18, pages 2974.
Crossref
Crossref
Md. Sarker, Nichol Janet, Siti Mansor, Baharin Ahmad, Shamsuddin Shahid, Eun-Sung Chung, Jeffrey Reid & Eko Siswanto. (2020) An Integrated Method for Identifying Present Status and Risk of Drought in Bangladesh. Remote Sensing 12:17, pages 2686.
Crossref
Crossref
Zhengrong Liu, Huanjun Liu, Chong Luo, Haoxuan Yang, Xiangtian Meng, Yongchol Ju & Dong Guo. (2020) Rapid Extraction of Regional-scale Agricultural Disasters by the Standardized Monitoring Model Based on Google Earth Engine. Sustainability 12:16, pages 6497.
Crossref
Crossref
Ziying Li, Yang Han & Tianyi Hao. (2020) Assessing the Consistency of Remotely Sensed Multiple Drought Indices for Monitoring Drought Phenomena in Continental China. IEEE Transactions on Geoscience and Remote Sensing 58:8, pages 5490-5502.
Crossref
Crossref
Shukran A. Sahaar & Jeffrey D. Niemann. (2020) Impact of regional characteristics on the estimation of root-zone soil moisture from the evaporative index or evaporative fraction. Agricultural Water Management 238, pages 106225.
Crossref
Crossref
Wenwen Wang, Chengming Zhang, Feng Li, Jiaojie Song, Peiqi Li & Yuhua Zhang. (2020) Extracting Soil Moisture from Fengyun-3D Medium Resolution Spectral Imager-II Imagery by Using a Deep Belief Network. Journal of Meteorological Research 34:4, pages 748-759.
Crossref
Crossref
Yuan Zhang, Kun Tan, Xue Wang & Yu Chen. (2020) Retrieval of Soil Moisture Content Based on a Modified Hapke Photometric Model: A Novel Method Applied to Laboratory Hyperspectral and Sentinel-2 MSI Data. Remote Sensing 12:14, pages 2239.
Crossref
Crossref
Sneha S. Kulkarni, Brian D. Wardlow, Yared A. Bayissa, Tsegaye Tadesse, Mark D. Svoboda & Shirishkumar S. Gedam. (2020) Developing a Remote Sensing-Based Combined Drought Indicator Approach for Agricultural Drought Monitoring over Marathwada, India. Remote Sensing 12:13, pages 2091.
Crossref
Crossref
Iuliia Burdun, Michel Bechtold, Valentina Sagris, Viacheslav Komisarenko, Gabrielle De Lannoy & Ülo Mander. (2020) A Comparison of Three Trapezoid Models Using Optical and Thermal Satellite Imagery for Water Table Depth Monitoring in Estonian Bogs. Remote Sensing 12:12, pages 1980.
Crossref
Crossref
Mingxing Chen, Yuhu Zhang, Yunjun Yao, Jing Lu, Xiao Pu, Tao Hu & Peng Wang. (2020) Evaluation of the OPTRAM Model to Retrieve Soil Moisture in the Sanjiang Plain of Northeast China. Earth and Space Science 7:6.
Crossref
Crossref
Young-Joo Kwon, Sumin Ryu, Jaeil Cho, Yang-Won Lee, No-Wook Park, Chu-Yong Chung & Sungwook Hong. (2020) Infrared Soil Moisture Retrieval Algorithm Using Temperature-Vegetation Dryness Index and Moderate Resolution Imaging Spectroradiometer Data. Asia-Pacific Journal of Atmospheric Sciences 56:2, pages 275-289.
Crossref
Crossref
Farzane Mohseni & Mehdi Mokhtarzade. (2020) A new soil moisture index driven from an adapted long-term temperature-vegetation scatter plot using MODIS data. Journal of Hydrology 581, pages 124420.
Crossref
Crossref
Wenfu Peng, Juan Wang, Jie Zhang & You Zhang. (2020) Soil moisture estimation in the transition zone from the Chengdu Plain region to the Longmen Mountains by field measurements and LANDSAT 8 OLI/TIRS-derived indices. Arabian Journal of Geosciences 13:4.
Crossref
Crossref
Hatim M. E. Geli, José González-Piqueras, Christopher M. U. Neale, Claudio Balbontín, Isidro Campos & Alfonso Calera. (2019) Effects of Surface Heterogeneity Due to Drip Irrigation on Scintillometer Estimates of Sensible, Latent Heat Fluxes and Evapotranspiration over Vineyards. Water 12:1, pages 81.
Crossref
Crossref
Worku Nega, Binyam Tesfaw Hailu & Aramde Fetene. (2019) An assessment of the vegetation cover change impact on rainfall and land surface temperature using remote sensing in a subtropical climate, Ethiopia. Remote Sensing Applications: Society and Environment 16, pages 100266.
Crossref
Crossref
Wei Zhao, Hua Wu, Gaofei Yin & Si-Bo Duan. (2019) Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression. ISPRS Journal of Photogrammetry and Remote Sensing 152, pages 109-118.
Crossref
Crossref
Dinh Ngo vThi, Nguyen Thi Thu Ha, Quy Tran Dang, Katsuaki Koike & Nhuan Mai Trong. (2019) Effective Band Ratio of Landsat 8 Images Based on VNIR-SWIR Reflectance Spectra of Topsoils for Soil Moisture Mapping in a Tropical Region. Remote Sensing 11:6, pages 716.
Crossref
Crossref
Yonggwan Lee, Chunggil Jung & Seongjoon Kim. (2019) Spatial distribution of soil moisture estimates using a multiple linear regression model and Korean geostationary satellite (COMS) data. Agricultural Water Management 213, pages 580-593.
Crossref
Crossref
Linglin Zeng, Shun Hu, Daxiang Xiang, Xiang Zhang, Deren Li, Lin Li & Tingqiang Zhang. (2019) Multilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a Machine Learning Method. Remote Sensing 11:3, pages 284.
Crossref
Crossref
Lillian Petersen. (2018) Real-Time Prediction of Crop Yields From MODIS Relative Vegetation Health: A Continent-Wide Analysis of Africa. Remote Sensing 10:11, pages 1726.
Crossref
Crossref
A. Bablet, P.V.H. Vu, S. Jacquemoud, F. Viallefont-Robinet, S. Fabre, X. Briottet, M. Sadeghi, M.L. Whiting, F. Baret & J. Tian. (2018) MARMIT: A multilayer radiative transfer model of soil reflectance to estimate surface soil moisture content in the solar domain (400–2500 nm). Remote Sensing of Environment 217, pages 1-17.
Crossref
Crossref
Ying Liu & Hui Yue. (2018) The Temperature Vegetation Dryness Index (TVDI) Based on Bi-Parabolic NDVI-Ts Space and Gradient-Based Structural Similarity (GSSIM) for Long-Term Drought Assessment Across Shaanxi Province, China (2000–2016). Remote Sensing 10:6, pages 959.
Crossref
Crossref
Sabah Sabaghy, Jeffrey P. Walker, Luigi J. Renzullo & Thomas J. Jackson. (2018) Spatially enhanced passive microwave derived soil moisture: Capabilities and opportunities. Remote Sensing of Environment 209, pages 551-580.
Crossref
Crossref
T. Tagesson, S. Horion, H. Nieto, V. Zaldo Fornies, G. Mendiguren González, C.E. Bulgin, D. Ghent & R. Fensholt. (2018) Disaggregation of SMOS soil moisture over West Africa using the Temperature and Vegetation Dryness Index based on SEVIRI land surface parameters. Remote Sensing of Environment 206, pages 424-441.
Crossref
Crossref
Wenmin Hu, Zhongcheng Wang, Chunhua Li, Jin Zhao & Yi Li. (2018) Assessment and prediction of land ecological environment quality change based on remote sensing-a case study of the Dongting lake area in China. IOP Conference Series: Earth and Environmental Science 121, pages 032053.
Crossref
Crossref
Shuhe Zhao, Dianmin Cong, Kexun He, Hong Yang & Zhihao Qin. (2017) Spatial-Temporal Variation of Drought in China from 1982 to 2010 Based on a modified Temperature Vegetation Drought Index (mTVDI). Scientific Reports 7:1.
Crossref
Crossref
Praveen Kumar Thakur, Bhaskar Ramchandra Nikam, Vaibhav Garg, Shiv Prasad Aggarwal, Arpit Chouksey, Pankaj Ramji Dhote & Surajit Ghosh. (2017) Hydrological Parameters Estimation Using Remote Sensing and GIS for Indian Region: A Review. Proceedings of the National Academy of Sciences, India Section A: Physical Sciences 87:4, pages 641-659.
Crossref
Crossref
M. C. Sashikkumar, S. Selvam, N. Karthikeyan, J. Ramanamurthy, S. Venkatramanan & C. Singaraja. (2017) Remote sensing for recognition and monitoring of vegetation affected by soil properties. Journal of the Geological Society of India 90:5, pages 609-615.
Crossref
Crossref
Ruo-wen Yang, Hai Wang, Jin-ming Hu, Jie Cao & Yu Yang. (2017) An improved temperature vegetation dryness index (iTVDI) and its applicability to drought monitoring. Journal of Mountain Science 14:11, pages 2284-2294.
Crossref
Crossref
Wenbin Zhu, Shaofeng Jia & Aifeng Lv. (2017) A time domain solution of the Modified Temperature Vegetation Dryness Index (MTVDI) for continuous soil moisture monitoring. Remote Sensing of Environment 200, pages 1-17.
Crossref
Crossref
Morteza Sadeghi, Ebrahim Babaeian, Markus Tuller & Scott B. Jones. (2017) The optical trapezoid model: A novel approach to remote sensing of soil moisture applied to Sentinel-2 and Landsat-8 observations. Remote Sensing of Environment 198, pages 52-68.
Crossref
Crossref
Silvina Sayago, Gustavo Ovando & Mónica Bocco. (2017) Landsat images and crop model for evaluating water stress of rainfed soybean. Remote Sensing of Environment 198, pages 30-39.
Crossref
Crossref
Wenbin Zhu, Aifeng Lv, Shaofeng Jia & Liang Sun. (2017) Development and evaluation of the MTVDI for soil moisture monitoring. Journal of Geophysical Research: Atmospheres 122:11, pages 5533-5555.
Crossref
Crossref
Francesco Nutini, Daniela Stroppiana, Lorenzo Busetto, Dario Bellingeri, Chiara Corbari, Marco Mancini, Enrico Zini, Pietro Brivio & Mirco Boschetti. (2017) A Weekly Indicator of Surface Moisture Status from Satellite Data for Operational Monitoring of Crop Conditions. Sensors 17:6, pages 1338.
Crossref
Crossref
Thuan Chu, Xulin Guo & Kazuo Takeda. (2017) Effects of Burn Severity and Environmental Conditions on Post-Fire Regeneration in Siberian Larch Forest. Forests 8:3, pages 76.
Crossref
Crossref
Lingtong Du, Naiping Song, Ke Liu, Jing Hou, Yue Hu, Yuguo Zhu, Xinyun Wang, Lei Wang & Yige Guo. (2017) Comparison of Two Simulation Methods of the Temperature Vegetation Dryness Index (TVDI) for Drought Monitoring in Semi-Arid Regions of China. Remote Sensing 9:2, pages 177.
Crossref
Crossref
. 2016. Remote Sensing for Sustainability. Remote Sensing for Sustainability
243
265
.
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
Ke He Jingfeng Huang, Ke He Jingfeng Huang & Ke He Jingfeng Huang. (2016) Remote sensing of locust and grasshopper plague in China: A review. Remote sensing of locust and grasshopper plague in China: A review.
Jun Wang, Ziwei Ling, Yang Wang & Hui Zeng. (2016) Improving spatial representation of soil moisture by integration of microwave observations and the temperature–vegetation–drought index derived from MODIS products. ISPRS Journal of Photogrammetry and Remote Sensing 113, pages 144-154.
Crossref
Crossref
A.G. Dhorde & N.R. Patel. (2016) Spatio-temporal variation in terminal drought over western India using dryness index derived from long-term MODIS data. Ecological Informatics 32, pages 28-38.
Crossref
Crossref
Bolun Li, Chaopu Ti, Yongqiang Zhao & Xiaoyuan Yan. (2016) Estimating Soil Moisture with Landsat Data and Its Application in Extracting the Spatial Distribution of Winter Flooded Paddies. Remote Sensing 8:1, pages 38.
Crossref
Crossref
Jian Peng, Alexander Loew, Shiqiang Zhang, Jie Wang & Jonathan Niesel. (2016) Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index. IEEE Transactions on Geoscience and Remote Sensing 54:1, pages 558-566.
Crossref
Crossref
P. Rahimzadeh-Bajgiran & A. Berg. 2016. Satellite Soil Moisture Retrieval. Satellite Soil Moisture Retrieval
47
72
.
Jianwei Ma, Shifeng Huang, Jiren Li, Xiaotao Li, Xiaoning Song, Pei Leng & Yayong Sun. Assessing potential of vertical average soil moisture (0–40cm) estimation for drought monitoring using MODIS data: a case study. Assessing potential of vertical average soil moisture (0–40cm) estimation for drought monitoring using MODIS data: a case study.
J. Peng, J. Niesel & A. Loew. (2015) Evaluation of soil moisture downscaling using a simple thermal-based proxy – the REMEDHUS network (Spain) example. Hydrology and Earth System Sciences 19:12, pages 4765-4782.
Crossref
Crossref
Huihui Feng & Yuanbo Liu. (2015) Combined effects of precipitation and air temperature on soil moisture in different land covers in a humid basin. Journal of Hydrology 531, pages 1129-1140.
Crossref
Crossref
Syed Muhammad Zubair Younis & Javed Iqbal. (2015) Estimation of soil moisture using multispectral and FTIR techniques. The Egyptian Journal of Remote Sensing and Space Science 18:2, pages 151-161.
Crossref
Crossref
Shulin Chen, Zuomin Wen, Hong Jiang, Qingjian Zhao, Xiuying Zhang & Yan Chen. (2015) Temperature Vegetation Dryness Index Estimation of Soil Moisture under Different Tree Species. Sustainability 7:9, pages 11401-11417.
Crossref
Crossref
Francesco Nutini, Daniela Stroppiana, Dario Bellingeri, Mirco Boschetti, Enrico Zini & Pietro Alessandro Brivio. (2015) Evaporative fraction from time series of MODIS data to monitor crop status in Northern Italy. Evaporative fraction from time series of MODIS data to monitor crop status in Northern Italy.
Lei Fan, Qing Xiao, Jianguang Wen, Qiang Liu, Yong Tang, Dongqin You, Heshun Wang, Zhaoning Gong & Xiaowen Li. (2015) Evaluation of the Airborne CASI/TASI Ts-VI Space Method for Estimating Near-Surface Soil Moisture. Remote Sensing 7:3, pages 3114-3137.
Crossref
Crossref
Sanaz Shafian & Stephan Maas. (2015) Index of Soil Moisture Using Raw Landsat Image Digital Count Data in Texas High Plains. Remote Sensing 7:3, pages 2352-2372.
Crossref
Crossref
Dianjun Zhang, Ronglin Tang, Bo-Hui Tang, Hua Wu & Zhao-Liang Li. (2015) A Simple Method for Soil Moisture Determination From LST–VI Feature Space Using Nonlinear Interpolation Based on Thermal Infrared Remotely Sensed Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 8:2, pages 638-648.
Crossref
Crossref
George P. Petropoulos, Gareth Ireland & Brian Barrett. (2015) Surface soil moisture retrievals from remote sensing: Current status, products & future trends. Physics and Chemistry of the Earth, Parts A/B/C 83-84, pages 36-56.
Crossref
Crossref
Nasreen Jahan & Thian Yew Gan. 2014. Remote Sensing of the Terrestrial Water Cycle. Remote Sensing of the Terrestrial Water Cycle
255
275
.
D. W. Lamb, D. A. Schneider & J. N. Stanley. (2014) Combination active optical and passive thermal infrared sensor for low-level airborne crop sensing. Precision Agriculture 15:5, pages 523-531.
Crossref
Crossref
Mads Olander Rasmussen, Mikael Kamp Sørensen, Bingfang Wu, Nana Yan, Huanhuan Qin & Inge Sandholt. (2014) Regional-scale estimation of evapotranspiration for the North China Plain using MODIS data and the triangle-approach. International Journal of Applied Earth Observation and Geoinformation 31, pages 143-153.
Crossref
Crossref
Liang LIANG, Shu-he ZHAO, Zhi-hao QIN, Ke-xun HE, Chong CHEN, Yun-xiao LUO & Xing-dong ZHOU. (2014) Drought Change Trend Using MODIS TVDI and Its Relationship with Climate Factors in China from 2001 to 2010. Journal of Integrative Agriculture 13:7, pages 1501-1508.
Crossref
Crossref
Hyunji Kim, Jae-Hyun Ryu, Min Ji Seo, Chang Suk Lee & Kyung-Soo Han. (2014) Approximate estimation of soil moisture from NDVI and Land Surface Temperature over Andong region, Korea. Korean Journal of Remote Sensing 30:3, pages 375-381.
Crossref
Crossref
M. Garcia, N. Fernández, L. Villagarcía, F. Domingo, J. Puigdefábregas & I. Sandholt. (2014) Accuracy of the Temperature–Vegetation Dryness Index using MODIS under water-limited vs. energy-limited evapotranspiration conditions. Remote Sensing of Environment 149, pages 100-117.
Crossref
Crossref
Huihui Feng & Yuanbo Liu. (2014) Trajectory based detection of forest-change impacts on surface soil moisture at a basin scale [Poyang Lake Basin, China]. Journal of Hydrology 514, pages 337-346.
Crossref
Crossref
C. Jeganathan & Nilay Nishant. (2013) Scrutinising MODIS and GIMMS Vegetation Indices for Extracting Growth Rhythm of Natural Vegetation in India. Journal of the Indian Society of Remote Sensing 42:2, pages 397-408.
Crossref
Crossref
M.E. Holzman, R. Rivas & M.C. Piccolo. (2014) Estimating soil moisture and the relationship with crop yield using surface temperature and vegetation index. International Journal of Applied Earth Observation and Geoinformation 28, pages 181-192.
Crossref
Crossref
Dianjun Zhang, Ronglin Tang, Wei Zhao, Bohui Tang, Hua Wu, Kun Shao & Zhao-Liang Li. (2014) Surface Soil Water Content Estimation from Thermal Remote Sensing based on the Temporal Variation of Land Surface Temperature. Remote Sensing 6:4, pages 3170-3187.
Crossref
Crossref
Wei Zhao & Ainong Li. (2013) A Downscaling Method for Improving the Spatial Resolution of AMSR-E Derived Soil Moisture Product Based on MSG-SEVIRI Data. Remote Sensing 5:12, pages 6790-6811.
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
.
George PetropoulosGeorge Petropoulos, Hywel Griffiths, Wouter Dorigo, Angelika Xaver & Alexander Gruber. 2013. Remote Sensing of Energy Fluxes and Soil Moisture Content. Remote Sensing of Energy Fluxes and Soil Moisture Content
29
48
.
Claudia Kuenzer, Ursula Gessner & Wolfgang Wagner. 2013. Thermal Infrared Remote Sensing. Thermal Infrared Remote Sensing
315
330
.
P. Sun, Z. Yu, S. Liu, X. Wei, J. Wang, N. Zegre & N. Liu. (2012) Climate change, growing season water deficit and vegetation activity along the north–south transect of eastern China from 1982 through 2006. Hydrology and Earth System Sciences 16:10, pages 3835-3850.
Crossref
Crossref
N.T. Son, C.F. Chen, C.R. Chen, L.Y. Chang & V.Q. Minh. (2012) Monitoring agricultural drought in the Lower Mekong Basin using MODIS NDVI and land surface temperature data. International Journal of Applied Earth Observation and Geoinformation 18, pages 417-427.
Crossref
Crossref
Sanchao Liu & Wenbo Li. (2011) The study on drought monitoring based on multi-source remotely sensed images. The study on drought monitoring based on multi-source remotely sensed images.
Pei Leng, Xiaoning Song, Jianwei Ma & Xinhui Li. (2011) Sensitivity analysis on surface soil moisture to the time parameter of land surface variables: Application with remote sensing data. Sensitivity analysis on surface soil moisture to the time parameter of land surface variables: Application with remote sensing data.
Chi-Farn Chen, Nguyen-Thanh Son, Li-Yu Chang & Cheng-Cru Chen. (2011) Monitoring of soil moisture variability in relation to rice cropping systems in the Vietnamese Mekong Delta using MODIS data. Applied Geography 31:2, pages 463-475.
Crossref
Crossref
Xin Yang, Weiping Lu, Chaohui Wu, Yuhong Li & Shiquan Zhong. 2011. Computer and Computing Technologies in Agriculture IV. Computer and Computing Technologies in Agriculture IV
275
281
.
Daxiang Xiang, Liangming Liu, Qiao Wang, Na Yang & Tao Han. (2010) Evaluation of Data Quality and Drought Monitoring Capability of FY-3A MERSI Data. Advances in Artificial Intelligence 2010, pages 1-10.
Crossref
Crossref
sinan wang, Ruiping Li, yingjie wu & shuixia zhao. (2021) Estimation of Surface Soil Moisture Using a Structural Equation Model and an Artificial Neural Network (SEM-ANN) Combined Method. SSRN Electronic Journal.
Crossref
Crossref