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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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Assessment of MERRA-2 Land Surface Hydrology Estimates

Journal of climate, 2017-04, Vol.30 (8), p.2937-2960

2017

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Assessment of MERRA-2 Land Surface Energy Flux Estimates

Journal of climate, 2018-01, Vol.31 (2), p.671-691

2018

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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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Neglect of Potential Seasonal Streamflow Forecasting Skill in the United States National Water Model

Geophysical research letters, 2024-02, Vol.51 (4), p.n/a

2024

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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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Remotely Sensed Soil Moisture Can Capture Dynamics Relevant to Plant Water Uptake

Water resources research, 2023-02, Vol.59 (2), p.n/a

2023

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Uncertainty Estimation for SMAP Level-1 Brightness Temperature Assimilation at Different Timescales

IEEE journal of selected topics in applied earth observations and remote sensing, 2022-01, Vol.15, p.9127-9145

2022

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Version 4 of the SMAP Level-4 Soil Moisture Algorithm and Data Product

Journal of advances in modeling earth systems, 2019-10, Vol.11 (10), p.3106-3130

2019

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The SMAP Level 4 Carbon Product for Monitoring Ecosystem Land-Atmosphere CO2 Exchange

IEEE transactions on geoscience and remote sensing, 2017-11, Vol.55 (11), p.6517-6532

2017

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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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Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products

IEEE journal of selected topics in applied earth observations and remote sensing, 2017-02, Vol.10 (2), p.489-502

2017

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Increased high‐latitude photosynthetic carbon gain offset by respiration carbon loss during an anomalous warm winter to spring transition

Global change biology, 2020-02, Vol.26 (2), p.682-696

2020

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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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Characterizing permafrost active layer dynamics and sensitivity to landscape spatial heterogeneity in Alaska

The cryosphere, 2018-01, Vol.12 (1), p.145-161

2018

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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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Soil Respiration Phenology Improves Modeled Phase of Terrestrial Net Ecosystem Exchange in Northern Hemisphere

Journal of advances in modeling earth systems, 2022-02, Vol.14 (2), p.n/a

2022

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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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Assimilation of SMAP Brightness Temperature Observations in the GEOS Land-Atmosphere Data Assimilation System

IEEE journal of selected topics in applied earth observations and remote sensing, 2021-01, Vol.14, p.10628-10643

2021

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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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Data assimilation methods in the Earth sciences

Land Surface Precipitation in MERRA-2

Snow Depth Variability in the Northern Hemisphere Mountains Observed from Space

Assessment of MERRA-2 Land Surface Hydrology Estimates

Assessment of MERRA-2 Land Surface Energy Flux Estimates

Performance Metrics for Soil Moisture Retrievals and Application Requirements

Neglect of Potential Seasonal Streamflow Forecasting Skill in the United States National Water Model

Assessment and Enhancement of MERRA Land Surface Hydrology Estimates

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

Remotely Sensed Soil Moisture Can Capture Dynamics Relevant to Plant Water Uptake

Uncertainty Estimation for SMAP Level-1 Brightness Temperature Assimilation at Different Timescales

Version 4 of the SMAP Level-4 Soil Moisture Algorithm and Data Product

The SMAP Level 4 Carbon Product for Monitoring Ecosystem Land-Atmosphere CO2 Exchange

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

Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products

Increased high‐latitude photosynthetic carbon gain offset by respiration carbon loss during an anomalous warm winter to spring transition

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

Characterizing permafrost active layer dynamics and sensitivity to landscape spatial heterogeneity in Alaska

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

Soil Respiration Phenology Improves Modeled Phase of Terrestrial Net Ecosystem Exchange in Northern Hemisphere

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

Assimilation of SMAP Brightness Temperature Observations in the GEOS Land-Atmosphere Data Assimilation System

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

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