Jamei Mehdi,Ali Mumtaz,Karbasi Masoud,Sharma Ekta,Jamei Mozhdeh,Chu Xuefeng,Yaseen Zaher Mundher.A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture[J].Engineering Applications of Artificial Intelligence,2023.
Wang Zhen,Zhao Tianjie,Shi Jiancheng,Wang Hongquan,Ji Dabin,Yao Panpan,Zheng Jingyao,Zhao Xuesheng,Xu Xia.1-km soil moisture retrieval using multi-temporal dual-channel SAR data from Sentinel-1 A/B satellites in a semi-arid watershed[J].Remote Sensing of Environment,2023.
Nativel Simon,Ayari Emna,RodriguezFernandez Nemesio,Baghdadi Nicolas,Madelon Remi,Albergel Clement,Zribi Mehrez.Hybrid Methodology Using Sentinel-1/Sentinel-2 for Soil Moisture Estimation[J].Remote Sensing,2022.
Bhogapurapu Narayanarao,Dey Subhadip,Mandal Dipankar,Bhattacharya Avik,Karthikeyan L.,McNairn Heather,Rao Y.S..Soil moisture retrieval over croplands using dual-pol L-band GRD SAR data[J].Remote Sensing of Environment,2022.
Kaijun Wu,Gabriela Arambulo Rodriguez,Marjana Zajc,Elodie Jacquemin,Michiels Clément,Albéric De Coster,Sébastien Lambot.A new drone-borne GPR for soil moisture mapping[J].Remote Sensing of Environment,2019.
Marko Malajner,Dusan Gleich,Peter Planinsic.Soil type characterization for moisture estimation using machine learning and UWB-Time of Flight measurements[J].Measurement,2019.
Jiaqi Han,Kebiao Mao,Tongren Xu,Jingpeng Guo,Zhiyuan Zuo,Chunyu Gao.A soil moisture estimation framework based on the CART algorithm and its application in China[J].Journal of Hydrology,2018.
Pedro Carmona,Francisco Climent,Alexandre Momparler.Predicting failure in the U.S. banking sector: An extreme gradient boosting approach[J].International Review of Economics and Finance,2019.
Carlos M. Guio Blanco,Victor M. Brito Gomez,Patricio Crespo,Mareike Ließ.Spatial prediction of soil water retention in a Páramo landscape: Methodological insight into machine learning using random forest[J].Geoderma,2018.
Sajjad Ahmad,Ajay Kalra,Haroon Stephen.Estimating soil moisture using remote sensing data: A machine learning approach[J].Advances in Water Resources,2009.