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Data assimilation methods in the Earth sciences

Advances in water resources, 2008-11, Vol.31 (11), p.1411-1418

Reichle, Rolf H.

2008

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Land Surface Precipitation in MERRA-2

Journal of climate, 2017-03, Vol.30 (5), p.1643-1664

2017

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Snow Depth Variability in the Northern Hemisphere Mountains Observed from Space

Nature communications, 2019-10, Vol.10 (1), p.4629-12, Article 4629

2019

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Performance Metrics for Soil Moisture Retrievals and Application Requirements

Journal of hydrometeorology, 2010-06, Vol.11 (3), p.832-840

2010

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Assessment and Enhancement of MERRA Land Surface Hydrology Estimates

Journal of climate, 2011-12, Vol.24 (24), p.6322-6338

2011

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Late-Fall Satellite-Based Soil Moisture Observations Show Clear Connections to Subsequent Spring Streamflow

Nature communications, 2023-06, Vol.14 (1), p.3545-3545, Article 3545

2023

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Multi-sensor assimilation of SMOS brightness temperature and GRACE terrestrial water storage observations for soil moisture and shallow groundwater estimation

Remote sensing of environment, 2019-06, Vol.227, p.12-27

2019

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Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow

Nature geoscience, 2010-09, Vol.3 (9), p.613-616

2010

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Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) and the Scanning Multichannel Microwave Radiometer (SMMR)

Journal of Geophysical Research - Atmospheres, 2007-05, Vol.112 (D9), p.D09108-n/a

2007

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Assimilation and downscaling of satellite observed soil moisture over the Little River Experimental Watershed in Georgia, USA

Advances in water resources, 2013-02, Vol.52, p.19-33

2013

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Recent Amplified Global Gross Primary Productivity Due to Temperature Increase is Offset by Reduced Productivity Due to Water Constraints

AGU advances, 2020-12, Vol.1 (4), p.n/a

2020

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Role of subsurface physics in the assimilation of surface soil moisture observations

Journal of hydrometeorology, 2009-12, Vol.10 (6), p.1534-1547

2009

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Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model

Geophysical research letters, 2005-01, Vol.32 (2), p.L02404-n/a

2005

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Global Calibration of the GEOS-5 L-Band Microwave Radiative Transfer Model over Nonfrozen Land Using SMOS Observations

Journal of hydrometeorology, 2013-06, Vol.14 (3), p.765-785

2013

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Assimilation of MODIS Snow Cover Fraction Observations into the NASA Catchment Land Surface Model

Remote sensing (Basel, Switzerland), 2018-01, Vol.10 (2), p.316-316

2018

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

Remote sensing of environment, 2021-02, Vol.253, p.112222, Article 112222

2021

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Below-surface water mediates the response of African forests to reduced rainfall

Environmental research letters, 2020-03, Vol.15 (3), p.34063

2020

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Data Assimilation to extract Soil Moisture Information from SMAP Observations

Remote sensing (Basel, Switzerland), 2017-11, Vol.9 (11), p.1179

2017

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DroughtCast: A Machine Learning Forecast of the United States Drought Monitor

Frontiers in big data, 2021-12, Vol.4, p.773478-773478

2021

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Evaluation of GEOS-Simulated L-Band Microwave Brightness Temperature using Aquarius Observations over Non-Frozen Land across North America

Remote sensing (Basel, Switzerland), 2020-09, Vol.12 (18), p.3098

2020

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Correcting for forecast bias in soil moisture assimilation with the ensemble Kalman filter

Water resources research, 2007-09, Vol.43 (9), p.W09410-n/a

2007

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Global Satellite Retrievals of the Near-Surface Atmospheric Vapor Pressure Deficit from AMSR-E and AMSR2

Remote sensing (Basel, Switzerland), 2018-01, Vol.10 (8), p.1175

2018

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An Observation‐Driven Approach to Improve Vegetation Phenology in a Global Land Surface Model

Journal of advances in modeling earth systems, 2020-09, Vol.12 (9), p.n/a

2020

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Spring hydrology determines summer net carbon uptake in northern ecosystems

Environmental research letters, 2014-06, Vol.9 (6), p.64003-11

2014

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Data assimilation methods in the Earth sciences

Land Surface Precipitation in MERRA-2

Snow Depth Variability in the Northern Hemisphere Mountains Observed from Space

Performance Metrics for Soil Moisture Retrievals and Application Requirements

Assessment and Enhancement of MERRA Land Surface Hydrology Estimates

Late-Fall Satellite-Based Soil Moisture Observations Show Clear Connections to Subsequent Spring Streamflow

Multi-sensor assimilation of SMOS brightness temperature and GRACE terrestrial water storage observations for soil moisture and shallow groundwater estimation

Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow

Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) and the Scanning Multichannel Microwave Radiometer (SMMR)

Assimilation and downscaling of satellite observed soil moisture over the Little River Experimental Watershed in Georgia, USA

Recent Amplified Global Gross Primary Productivity Due to Temperature Increase is Offset by Reduced Productivity Due to Water Constraints

Role of subsurface physics in the assimilation of surface soil moisture observations

Global assimilation of satellite surface soil moisture retrievals into the NASA Catchment land surface model

Global Calibration of the GEOS-5 L-Band Microwave Radiative Transfer Model over Nonfrozen Land Using SMOS Observations

Assimilation of MODIS Snow Cover Fraction Observations into the NASA Catchment Land Surface Model

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

Below-surface water mediates the response of African forests to reduced rainfall

Data Assimilation to extract Soil Moisture Information from SMAP Observations

DroughtCast: A Machine Learning Forecast of the United States Drought Monitor

Evaluation of GEOS-Simulated L-Band Microwave Brightness Temperature using Aquarius Observations over Non-Frozen Land across North America

Correcting for forecast bias in soil moisture assimilation with the ensemble Kalman filter

Global Satellite Retrievals of the Near-Surface Atmospheric Vapor Pressure Deficit from AMSR-E and AMSR2

An Observation‐Driven Approach to Improve Vegetation Phenology in a Global Land Surface Model

Spring hydrology determines summer net carbon uptake in northern ecosystems

Perspective on Satellite-Based Land Data Assimilation to Estimate Water Cycle Components in an Era of Advanced Data Availability and Model Sophistication

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