Estimation of soil moisture using environmental covariates and machine learning algorithms in Cathedral Peak Catchment, South Africa
出版年份 2023 全文链接
标题
Estimation of soil moisture using environmental covariates and machine learning algorithms in Cathedral Peak Catchment, South Africa
作者
关键词
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出版物
VADOSE ZONE JOURNAL
Volume -, Issue -, Pages -
出版商
Wiley
发表日期
2023-10-25
DOI
10.1002/vzj2.20289
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- Soil Moisture Content Estimation Based on Sentinel-1 SAR Imagery Using an Artificial Neural Network and Hydrological Components
- (2022) Jeehun Chung et al. Remote Sensing
- Using hydropedological characteristics to improve modelling accuracy in Afromontane catchments
- (2022) Rowena Louise Harrison et al. Journal of Hydrology-Regional Studies
- Saline soil moisture mapping using Sentinel-1A synthetic aperture radar data and machine learning algorithms in humid region of China's east coast
- (2022) Jianjun Wang et al. CATENA
- Developing pedotransfer functions using Sentinel-2 satellite spectral indices and Machine learning for estimating the surface soil moisture
- (2022) Azadeh Sedaghat et al. JOURNAL OF HYDROLOGY
- Calibration and comparison of various sensors for soil moisture measurement
- (2022) Jaysukh C. Songara et al. MEASUREMENT
- Development and validation of an operational multi-layered model for estimation of soil moisture at point-scale in South Africa
- (2022) L Myeni et al. South African Journal of Plant and Soil
- A low-cost approach for soil moisture prediction using multi-sensor data and machine learning algorithm
- (2022) Thu Thuy Nguyen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Machine Learning Models for Enhanced Estimation of Soil Moisture Using Wideband Radar Sensor
- (2022) Akileshwaran Uthayakumar et al. SENSORS
- Machine learning approach to estimate soil matric potential in the plant root zone based on remote sensing data
- (2022) Rodrigo Filev Maia et al. Frontiers in Plant Science
- Unsupervised self-training method based on deep learning for soil moisture estimation using synergy of sentinel-1 and sentinel-2 images
- (2022) Ali Ben Abbes et al. International Journal of Image and Data Fusion
- Land surface temperature assimilation into a soil moisture-temperature model for retrieving farm-scale root zone soil moisture
- (2022) Saeed Ahmadi et al. GEODERMA
- Spatiotemporal modelling of soil moisture in an A tlantic forest through machine learning algorithms
- (2021) Vinicius Augusto Oliveira et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Machine learning algorithms for soil moisture estimation using Sentinel-1: Model development and implementation
- (2021) Sumit Kumar Chaudhary et al. ADVANCES IN SPACE RESEARCH
- Estimation of root zone soil moisture from ground and remotely sensed soil information with multisensor data fusion and automated machine learning
- (2021) Ebrahim Babaeian et al. REMOTE SENSING OF ENVIRONMENT
- Soil Moisture Responses to Rainfall: Implications for Runoff Generation
- (2021) Nitin K. Singh et al. WATER RESOURCES RESEARCH
- A Machine Learning-Based Approach for Surface Soil Moisture Estimations with Google Earth Engine
- (2021) Felix Greifeneder et al. Remote Sensing
- Mapping of Flood Areas Using Landsat with Google Earth Engine Cloud Platform
- (2021) Hamid Mehmood et al. Atmosphere
- Using multimodal remote sensing data to estimate regional-scale soil moisture content: A case study of Beijing, China
- (2021) Minghan Cheng et al. AGRICULTURAL WATER MANAGEMENT
- Soil Moisture Retrieval Using Microwave Remote Sensing Data and a Deep Belief Network in the Naqu Region of the Tibetan Plateau
- (2021) Zhihui Yang et al. Sustainability
- Effect of topography on spatiotemporal patterns of soil moisture in a mountainous region of Northwest China
- (2021) Ling Li et al. Geoderma Regional
- Evaluation of machine learning methods to predict soil moisture constants with different combinations of soil input data for calcareous soils in a semi arid area
- (2020) Sevim Seda Yamaç et al. AGRICULTURAL WATER MANAGEMENT
- Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series
- (2020) Sofia L. Ermida et al. Remote Sensing
- New empirical equation to estimate the soil moisture content based on thermal properties using machine learning techniques
- (2020) Oluseun A. Sanuade et al. Arabian Journal of Geosciences
- GEE4FLOOD: rapid mapping of flood areas using temporal Sentinel-1 SAR images with Google Earth Engine cloud platform
- (2020) Venkata Sai Krishna Vanama et al. Journal of Applied Remote Sensing
- Soil Moisture Estimation Using Citizen Observatory Data, Microwave Satellite Imagery, and Environmental Covariates
- (2020) Daniel Kibirige et al. Water
- A New Approach for Soil Moisture Downscaling in the Presence of Seasonal Difference
- (2020) Ran Yan et al. Remote Sensing
- A review and evaluation of 39 thermal conductivity models for frozen soils
- (2020) Hailong He et al. GEODERMA
- Machine Learning to Estimate Surface Soil Moisture from Remote Sensing Data
- (2020) Hamed Adab et al. Water
- Deciphering Soil Spatial Variability through Geostatistics and Interpolation Techniques
- (2020) Mohamed A. E. AbdelRahman et al. Sustainability
- Google Earth Engine Applications
- (2019) Onisimo Mutanga et al. Remote Sensing
- Ground, Proximal and Satellite Remote Sensing of Soil Moisture
- (2019) Ebrahim Babaeian et al. REVIEWS OF GEOPHYSICS
- Downscaling soil hydrological mapping used to predict catchment hydrological response with random forests
- (2019) Zisis Gagkas et al. GEODERMA
- Current status of Landsat program, science, and applications
- (2019) Michael A. Wulder et al. REMOTE SENSING OF ENVIRONMENT
- Soil moisture retrieval from Sentinel-1 acquisitions in an arid environment in Tunisia: application of Artificial Neural Networks techniques
- (2019) A. Hachani et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- A soil moisture estimation framework based on the CART algorithm and its application in China
- (2018) Jiaqi Han et al. JOURNAL OF HYDROLOGY
- Geostatistical approach as a tool for estimation of field capacity and permanent wilting point in semi-arid terrestrial ecosystem
- (2018) Tülay Tunçay et al. Archives of Agronomy and Soil Science
- Soil moisture–plant interactions: an ecohydrological review
- (2018) Cong Wang et al. JOURNAL OF SOILS AND SEDIMENTS
- The value of remotely sensed surface soil moisture for model calibration using SWAT
- (2017) Dipangkar Kundu et al. HYDROLOGICAL PROCESSES
- A Method for Upscaling In Situ Soil Moisture Measurements to Satellite Footprint Scale Using Random Forests
- (2017) Daniel Clewley et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Google Earth Engine: Planetary-scale geospatial analysis for everyone
- (2017) Noel Gorelick et al. REMOTE SENSING OF ENVIRONMENT
- A review of spatial downscaling of satellite remotely sensed soil moisture
- (2017) Jian Peng et al. REVIEWS OF GEOPHYSICS
- Topsoil moisture mapping using geostatistical techniques under different Mediterranean climatic conditions
- (2017) J.F. Martínez-Murillo et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Long-term soil moisture dynamics derived from GNSS interferometric reflectometry: a case study for Sutherland, South Africa
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- A critical review of soil moisture measurement
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- (2009) Sajjad Ahmad et al. ADVANCES IN WATER RESOURCES
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- (2009) D. M. Freebairn et al. AUSTRALIAN JOURNAL OF SOIL RESEARCH
- Time-domain reflectometry method and its application for measuring moisture content in porous materials: A review
- (2008) Robert Černý MEASUREMENT
- Soil Moisture Measurement for Ecological and Hydrological Watershed-Scale Observatories: A Review
- (2008) D. A. Robinson et al. VADOSE ZONE JOURNAL
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