Study on Spatiotemporal Transport Characteristics of Soil Moisture in Layered Heterogeneous Vadose Zone Based on HYDRAS-3D

Article Environmental Sciences

A Machine Learning Approach for Mapping Chlorophyll Fluorescence at Inland Wetlands

Maciej Bartold et al.

Summary: Wetlands are vital for climate mitigation, adaptation, biodiversity, and human health. Monitoring wetland vegetation is crucial as it plays a significant role in the planet's carbon cycle and ecosystem management. In this study, the XGBoost algorithm was used to accurately map chlorophyll fluorescence in the unique ecosystem of the Biebrza Valley. The results highlighted the advantages of using EO Sentinel-2 satellite image mosaics and showed the accuracy of the XGBoost algorithm in estimating chlorophyll fluorescence.

REMOTE SENSING (2023)

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Article Environmental Sciences

Validation of Four Satellite-Derived Soil Moisture Products Using Ground-Based In Situ Observations over Northern China

Weicheng Liu et al.

Summary: This study evaluated the accuracy of four satellite-based soil moisture products in northern China by analyzing their spatial distribution and variability in different seasons and climate zones. The results showed that the satellite products performed best in summer and had large biases in winter. The CCI product performed well in arid climate zones, while SMAP and SMOS products had large biases in the eastern monsoon region.

REMOTE SENSING (2022)

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Article Engineering, Civil

Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning

Qingliang Li et al.

Summary: This study tested the excellent predictive performance of DL models in limited SMAP samples and advocated for applying cross-source transfer learning with DL models for SM prediction in newly built datasets.

JOURNAL OF HYDROLOGY (2021)

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Article Environmental Sciences

Monitoring Wetlands Ecosystems Using ALOS PALSAR (L-Band, HV) Supplemented by Optical Data: A Case Study of Biebrza Wetlands in Northeast Poland

Katarzyna Dabrowska-Zielinska et al.

REMOTE SENSING (2014)

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Article Soil Science

Influence of textural layering on field capacity of coarse soils

Julie D. Zettl et al.

CANADIAN JOURNAL OF SOIL SCIENCE (2011)

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Article Agronomy

Simulation of heat and water transfer in a surface irrigated, cropped sandy soil

X. B. Ji et al.

AGRICULTURAL WATER MANAGEMENT (2009)

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Article Geosciences, Multidisciplinary

Unsaturated zones as archives of past climates: toward a new proxy for continental regions

WM Edmunds et al.

HYDROGEOLOGY JOURNAL (2002)

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Study on Spatiotemporal Transport Characteristics of Soil Moisture in Layered Heterogeneous Vadose Zone Based on HYDRAS-3D

Related references

A Machine Learning Approach for Mapping Chlorophyll Fluorescence at Inland Wetlands

Validation of Four Satellite-Derived Soil Moisture Products Using Ground-Based In Situ Observations over Northern China

Improved daily SMAP satellite soil moisture prediction over China using deep learning model with transfer learning

Monitoring Wetlands Ecosystems Using ALOS PALSAR (L-Band, HV) Supplemented by Optical Data: A Case Study of Biebrza Wetlands in Northeast Poland

Influence of textural layering on field capacity of coarse soils

Simulation of heat and water transfer in a surface irrigated, cropped sandy soil

Unsaturated zones as archives of past climates: toward a new proxy for continental regions

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