Continental drought monitoring using satellite soil moisture, data assimilation and an integrated drought index
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Title
Continental drought monitoring using satellite soil moisture, data assimilation and an integrated drought index
Authors
Keywords
Data assimilation, Particle filter, Soil moisture, Drought monitoring, Land surface model
Journal
REMOTE SENSING OF ENVIRONMENT
Volume 250, Issue -, Pages 112028
Publisher
Elsevier BV
Online
2020-08-21
DOI
10.1016/j.rse.2020.112028
References
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Note: Only part of the references are listed.- Comparison of microwave remote sensing and land surface modeling for surface soil moisture climatology estimation
- (2020) Jianzhi Dong et al. REMOTE SENSING OF ENVIRONMENT
- Improving the North American multi-model ensemble (NMME) precipitation forecasts at local areas using wavelet and machine learning
- (2019) Lei Xu et al. CLIMATE DYNAMICS
- The Quest for Model Uncertainty Quantification: A Hybrid Ensemble and Variational Data Assimilation Framewor
- (2019) Peyman Abbaszadeh et al. WATER RESOURCES RESEARCH
- Impact of soil moisture data resolution on soil moisture and surface heat flux estimates through data assimilation - A case study in the Southern Great Plains
- (2019) Yang Lu et al. JOURNAL OF HYDROMETEOROLOGY
- A global assessment of added value in the SMAP Level‐4 soil moisture product relative to its baseline land surface model
- (2019) Jianzhi Dong et al. GEOPHYSICAL RESEARCH LETTERS
- Version 4 of the SMAP Level‐4 Soil Moisture Algorithm and Data Product
- (2019) Rolf H. Reichle et al. Journal of Advances in Modeling Earth Systems
- Enhancing hydrologic data assimilation by evolutionary Particle Filter and Markov Chain Monte Carlo
- (2018) Peyman Abbaszadeh et al. ADVANCES IN WATER RESOURCES
- Toward improving drought monitoring using the remotely sensed soil moisture assimilation: A parallel particle filtering framework
- (2018) Hongxiang Yan et al. REMOTE SENSING OF ENVIRONMENT
- Data-Driven Model Uncertainty Estimation in Hydrologic Data Assimilation
- (2018) S. Pathiraja et al. WATER RESOURCES RESEARCH
- The added value of assimilating remotely sensed soil moisture for estimating summertime soil moisture - air temperature coupling strength
- (2018) Jianzhi Dong et al. WATER RESOURCES RESEARCH
- Anthropogenic warming exacerbates European soil moisture droughts
- (2018) L. Samaniego et al. Nature Climate Change
- An evaluation of statistical, NMME and hybrid models for drought prediction in China
- (2018) Lei Xu et al. JOURNAL OF HYDROLOGY
- Global drought trends under 1.5 and 2 °C warming
- (2018) Lei Xu et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- A Framework for Diagnosing Factors Degrading the Streamflow Performance of a Soil Moisture Data Assimilation System
- (2018) Yixin Mao et al. JOURNAL OF HYDROMETEOROLOGY
- Downscaling SMAP Radiometer Soil Moisture over the CONUS Using an Ensemble Learning Method
- (2018) Peyman Abbaszadeh et al. WATER RESOURCES RESEARCH
- Joint Sentinel-1 and SMAP data assimilation to improve soil moisture estimates
- (2017) H. Lievens et al. GEOPHYSICAL RESEARCH LETTERS
- Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals
- (2017) Alexander Gruber et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- A probabilistic drought forecasting framework: A combined dynamical and statistical approach
- (2017) Hongxiang Yan et al. JOURNAL OF HYDROLOGY
- Drought monitoring with soil moisture active passive (SMAP) measurements
- (2017) Ashok Mishra et al. JOURNAL OF HYDROLOGY
- The global distribution and dynamics of surface soil moisture
- (2017) Kaighin A. McColl et al. Nature Geoscience
- Validation of SMAP surface soil moisture products with core validation sites
- (2017) A. Colliander et al. REMOTE SENSING OF ENVIRONMENT
- Mapping Surface Heat Fluxes by Assimilating SMAP Soil Moisture and GOES Land Surface Temperature Data
- (2017) Yang Lu et al. WATER RESOURCES RESEARCH
- Climate change reduces extent of temperate drylands and intensifies drought in deep soils
- (2017) Daniel R. Schlaepfer et al. Nature Communications
- Data Assimilation to Extract Soil Moisture Information from SMAP Observations
- (2017) Jana Kolassa et al. Remote Sensing
- Estimating soil moisture and soil thermal and hydraulic properties by assimilating soil temperatures using a particle batch smoother
- (2016) Jianzhi Dong et al. ADVANCES IN WATER RESOURCES
- Observed and anticipated impacts of drought on forest insects and diseases in the United States
- (2016) Thomas E. Kolb et al. FOREST ECOLOGY AND MANAGEMENT
- The impacts of increasing drought on forest dynamics, structure, and biodiversity in the United States
- (2016) James S. Clark et al. GLOBAL CHANGE BIOLOGY
- A review of the relationships between drought and forest fire in the United States
- (2016) Jeremy S. Littell et al. GLOBAL CHANGE BIOLOGY
- Assessment of the SMAP Passive Soil Moisture Product
- (2016) Steven K. Chan et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Recent advances in (soil moisture) triple collocation analysis
- (2016) A. Gruber et al. International Journal of Applied Earth Observation and Geoinformation
- Reducing Correlation Sampling Error in Ensemble Kalman Filter Data Assimilation
- (2016) Jeffrey L. Anderson MONTHLY WEATHER REVIEW
- Propagation of Drought: From Meteorological Drought to Agricultural and Hydrological Drought
- (2016) Wen Wang et al. Advances in Meteorology
- Tree mortality from drought, insects, and their interactions in a changing climate
- (2015) William R. L. Anderegg et al. NEW PHYTOLOGIST
- Climate change and California drought in the 21st century: Fig. 1.
- (2015) Michael E. Mann et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Accelerated dryland expansion under climate change
- (2015) Jianping Huang et al. Nature Climate Change
- The Effects of Sampling Errors on the EnKF Assimilation of Inner-Core Hurricane Observations
- (2014) Jonathan Poterjoy et al. MONTHLY WEATHER REVIEW
- Multivariate Standardized Drought Index: A parametric multi-index model
- (2013) Zengchao Hao et al. ADVANCES IN WATER RESOURCES
- A Bayesian Framework for Probabilistic Seasonal Drought Forecasting
- (2013) Shahrbanou Madadgar et al. JOURNAL OF HYDROMETEOROLOGY
- U.S. Climate Reference Network Soil Moisture and Temperature Observations
- (2013) Jesse E. Bell et al. JOURNAL OF HYDROMETEOROLOGY
- A Nonparametric Multivariate Multi-Index Drought Monitoring Framework
- (2013) Zengchao Hao et al. JOURNAL OF HYDROMETEOROLOGY
- Machine Learning Techniques for Downscaling SMOS Satellite Soil Moisture Using MODIS Land Surface Temperature for Hydrological Application
- (2013) Prashant K. Srivastava et al. WATER RESOURCES MANAGEMENT
- Drought Analysis Using Copulas
- (2012) Lu Chen et al. JOURNAL OF HYDROLOGIC ENGINEERING
- A review of the methods available for estimating soil moisture and its implications for water resource management
- (2012) Pariva Dobriyal et al. JOURNAL OF HYDROLOGY
- Examining the effectiveness and robustness of sequential data assimilation methods for quantification of uncertainty in hydrologic forecasting
- (2012) Caleb M. DeChant et al. WATER RESOURCES RESEARCH
- Evolution of ensemble data assimilation for uncertainty quantification using the particle filter-Markov chain Monte Carlo method
- (2012) Hamid Moradkhani et al. WATER RESOURCES RESEARCH
- Roulette-wheel selection via stochastic acceptance
- (2011) Adam Lipowski et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- The Soil Moisture Active Passive (SMAP) Mission
- (2010) Dara Entekhabi et al. PROCEEDINGS OF THE IEEE
- Evaluating the Utility of Remotely Sensed Soil Moisture Retrievals for Operational Agricultural Drought Monitoring
- (2009) John D. Bolten et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- A Multiscalar Drought Index Sensitive to Global Warming: The Standardized Precipitation Evapotranspiration Index
- (2009) Sergio M. Vicente-Serrano et al. JOURNAL OF CLIMATE
- A copula-based joint deficit index for droughts
- (2009) Shih-Chieh Kao et al. JOURNAL OF HYDROLOGY
- Long-term precipitation database, Walnut Gulch Experimental Watershed, Arizona, United States
- (2008) David C. Goodrich et al. WATER RESOURCES RESEARCH
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