4.3 Article

Effects of Soil Hydraulic Properties on Soil Moisture Estimation

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Agronomy

Understanding the key factors that influence soil moisture estimation using the unscented weighted ensemble Kalman filter

Xiaolei Fu et al.

Summary: This study evaluated the effects of uncertainties in multiple factors on soil moisture estimation and demonstrated the effectiveness of the unscented weighted ensemble Kalman filter (UWEnKF) in improving soil moisture estimations in a data assimilation system.

AGRICULTURAL AND FOREST METEOROLOGY (2022)

Article Soil Science

Evaluation of soil thermal conductivity schemes incorporated into CLM5.0 in permafrost regions on the Tibetan Plateau

Shuhua Yang et al.

Summary: Soil thermal conductivity (STC) is an important parameter for understanding thermal changes in soil, especially in permafrost regions. Different STC schemes incorporated into land surface process models (LSMs) can lead to large errors. This study evaluated nine normalized STC schemes in simulating soil thermal regimes on the Tibetan Plateau and found that the scheme including minerals, soil organic matter, and gravel soil performed the best. The BA2005 scheme showed the best performance among the selected schemes.

GEODERMA (2021)

Article Environmental Sciences

Assimilation of SMAP and ASCAT soil moisture retrievals into the JULES land surface model using the Local Ensemble Transform Kalman Filter

Eunkyo Seo et al.

Summary: A land data assimilation system was developed to merge satellite soil moisture retrievals into a land surface model, showing significant improvement in soil moisture estimates accuracy, especially with SMAP performing better than ASCAT. The system was validated over the continental U.S. for five warm seasons, demonstrating the advantage of using satellite soil moisture retrievals in drought monitoring.

REMOTE SENSING OF ENVIRONMENT (2021)

Article Engineering, Civil

Unscented weighted ensemble Kalman filter for soil moisture assimilation

Xiaolei Fu et al.

JOURNAL OF HYDROLOGY (2020)

Article Environmental Sciences

Immune Evolution Particle Filter for Soil Moisture Data Assimilation

Feng Ju et al.

Article Meteorology & Atmospheric Sciences

Evaluating Soil Moisture Predictions Based on Ensemble Kalman Filter and SiB2 Model

Xiaolei Fu et al.

JOURNAL OF METEOROLOGICAL RESEARCH (2019)

Article Environmental Sciences

Estimating surface soil moisture from SMAP observations using a Neural Network technique

J. Kolassa et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Geosciences, Multidisciplinary

Analysis of soil hydraulic and thermal properties for land surface modeling over the Tibetan Plateau

Hong Zhao et al.

EARTH SYSTEM SCIENCE DATA (2018)

Article Geochemistry & Geophysics

L-Band Microwave Emission of Soil Freeze-Thaw Process in the Third Pole Environment

Donghai Zheng et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Environmental Sciences

Introduction and evaluation of a Weibull hydraulic conductivity-pressure head relationship for unsaturated soils

Shmuel Assouline et al.

WATER RESOURCES RESEARCH (2017)

Article Water Resources

A particle batch smoother for soil moisture estimation using soil temperature observations

Jianzhi Dong et al.

ADVANCES IN WATER RESOURCES (2015)

Article Engineering, Environmental

Investigating soil moisture sensitivity to precipitation and evapotranspiration errors using SiB2 model and ensemble Kalman filter

Xiaolei Fu et al.

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT (2014)

Article Environmental Sciences

An evaluation of the nonlinear/non-Gaussian filters for the sequential data assimilation

Xujun Han et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article Pharmacology & Pharmacy

A genetic algorithm-based, hybrid machine learning approach to model selection

RR Bies et al.

JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS (2006)