Sentinel-1 Backscatter and Interferometric Coherence for Soil Moisture Retrieval in Winter Wheat Fields Within a Semiarid South-Mediterranean Climate: Machine Learning Versus Semiempirical Models-Reference-Cited by-同舟云学术

Sentinel-1 Backscatter and Interferometric Coherence for Soil Moisture Retrieval in Winter Wheat Fields Within a Semiarid South-Mediterranean Climate: Machine Learning Versus Semiempirical Models

Published:2024 Issue: Volume:17 Page:2256-2271
ISSN:1939-1404
Container-title:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
language:
Short-container-title:IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing

Author:

Ezzahar Jamal¹^ORCID,Chehbouni Abdelghani²^ORCID,Ouaadi Nadia³^ORCID,Madiafi Mohammed¹^ORCID,Said Khabba⁴^ORCID,Er-Raki Salah⁵^ORCID,Laamrani Ahmed²^ORCID,Chakir Adnane⁴^ORCID,Chabaane Zohra Lili⁶^ORCID,Zribi Mehrez⁷^ORCID

Affiliation:

1. MISCOM, National School of Applied Sciences, Cadi Ayyad University, Marrakech, Morocco

2. Center for Remote Sensing Application, Mohammed VI Polytechnic University, Ben Guerir, Morocco

3. CESBIO, Toulouse, France

4. LMFE, Department of Physics, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakech, Morocco

5. ProcEDE, Department of Applied Physics, Faculty of Sciences and Technologies, Cadi Ayyad University, Marrakech, Morocco

6. University of Carthage, National Agronomic Institute of Tunisia, LR17AGR01 InteGRatEd managemEnt of Natural resources: remoTE sensing, spatial Analysis and Modeling (LR GREEN-TEAM), Tunis, Tunisia

7. CESBIO, CNES/CNRS/INRAE/IRD/UT3-Paul Sabatier, Toulouse, France

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Link

http://xplorestaging.ieee.org/ielx7/4609443/10330207/10342715.pdf?arnumber=10342715

Reference69 articles.

1. Global soil moisture data derived through machine learning trained with in-situ measurements

2. On the value of soil moisture measurements in vadose zone hydrology: A review

3. Evaluation of nine sub-daily soil moisture model products over China using high-resolution in situ observations

4. Soil moisture retrieval from remote sensing measurements: Current knowledge and directions for the future

5. Integration of soil moisture remote sensing and hydrologic modeling using data assimilation

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Assessment of the effects of winter wheat scattering on SAR backscatter for soil moisture estimation based on a radiative transfer model;European Journal of Remote Sensing;2024-09-12