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Spatial downscaling of precipitation using adaptable random forests

Water resources research, 2016-10, Vol.52 (10), p.8217-8237

2016

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An initial assessment of SMAP soil moisture retrievals using high‐resolution model simulations and in situ observations

Geophysical research letters, 2016-09, Vol.43 (18), p.9662-9668

2016

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Combining hyper-resolution land surface modeling with SMAP brightness temperatures to obtain 30-m soil moisture estimates

Remote sensing of environment, 2020-06, Vol.242, p.111740, Article 111740

2020

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HydroBlocks: a field-scale resolving land surface model for application over continental extents

Hydrological processes, 2016-09, Vol.30 (20), p.3543-3559

2016

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Development of a High-Resolution Gridded Daily Meteorological Dataset over Sub-Saharan Africa: Spatial Analysis of Trends in Climate Extremes

Journal of climate, 2014-08, Vol.27 (15), p.5815-5835

2014

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The Benefits of Using State‐Of‐The‐Art Digital Soil Properties Maps to Improve the Modeling of Soil Moisture in Land Surface Models

Water resources research, 2023-04, Vol.59 (4), p.n/a

2023

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POLARIS Soil Properties: 30‐m Probabilistic Maps of Soil Properties Over the Contiguous United States

Water resources research, 2019-04, Vol.55 (4), p.2916-2938

2019

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High-resolution modeling of the spatial heterogeneity of soil moisture: Applications in network design

Water resources research, 2015-01, Vol.51 (1), p.619-638

2015

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A DROUGHT MONITORING AND FORECASTING SYSTEM FOR SUB-SAHARA AFRICAN WATER RESOURCES AND FOOD SECURITY

Bulletin of the American Meteorological Society, 2014-06, Vol.95 (6), p.861-882

2014

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Deriving global parameter estimates for the Noah land surface model using FLUXNET and machine learning

Journal of geophysical research. Atmospheres, 2016-11, Vol.121 (22), p.13,218-13,235

2016

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Harnessing big data to rethink land heterogeneity in Earth system models

Hydrology and earth system sciences, 2018-06, Vol.22 (6), p.3311-3330

2018

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SMAP-HydroBlocks, a 30-m satellite-based soil moisture dataset for the conterminous US

Scientific data, 2021-10, Vol.8 (1), p.264-264, Article 264

2021

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High‐Resolution Soil Moisture Data Reveal Complex Multi‐Scale Spatial Variability Across the United States

Geophysical research letters, 2022-08, Vol.49 (15), p.n/a

2022

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Semi‐Coupling of a Field‐Scale Resolving Land‐Surface Model and WRF‐LES to Investigate the Influence of Land‐Surface Heterogeneity on Cloud Development

Journal of advances in modeling earth systems, 2021-10, Vol.13 (10), p.n/a

2021

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HydroBlocks v0.2: enabling a field-scale two-way coupling between the land surface and river networks in Earth system models

Geoscientific Model Development, 2021-11, Vol.14 (11), p.6813-6832

2021

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Investigating the Response of Land-Atmosphere Interactions and Feedbacks to Spatial Representation of Irrigation in a Coupled Modeling Framework

Hydrology and earth system sciences, 2023-07, Vol.27 (14), p.2787-2805

2023

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Field-scale soil moisture bridges the spatial-scale gap between drought monitoring and agricultural yields

Hydrology and earth system sciences, 2021-04, Vol.25 (4), p.1827-1847

2021

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Validation of SMAP soil moisture for the SMAPVEX15 field campaign using a hyper‐resolution model

Water resources research, 2017-04, Vol.53 (4), p.3013-3028

2017

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Probabilistic Seasonal Forecasting of African Drought by Dynamical Models

Journal of hydrometeorology, 2013-12, Vol.14 (6), p.1706-1720

2013

Volltextzugriff (PDF)

Heterogeneous Land‐Surface Effects on TKE and Cloud Formation: Statistical Insights From LES Cases

Journal of geophysical research. Atmospheres, 2024-06, Vol.129 (12), p.n/a

2024

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Assessing the Atmospheric Response to Subgrid Surface Heterogeneity in the Single‐Column Community Earth System Model, Version 2 (CESM2)

Journal of advances in modeling earth systems, 2024-03, Vol.16 (3), p.n/a

2024

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Triple collocation: Beyond three estimates and separation of structural/non-structural errors

Remote sensing of environment, 2015-12, Vol.171, p.299-310

2015

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Representing surface heterogeneity in land–atmosphere coupling in E3SMv1 single-column model over ARM SGP during summertime

Geoscientific Model Development, 2022-08, Vol.15 (16), p.6371-6384

2022

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Synoptic Analysis and WRF‐Chem Model Simulation of Dust Events in the Southwestern United States

Journal of geophysical research. Atmospheres, 2024-07, Vol.129 (13), p.n/a

2024

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Internationally coordinated multi-mission planning is now critical to sustain the space-based rainfall observations needed for managing floods globally

Environmental research letters, 2015-02, Vol.10 (2), p.24010

2015

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Spatial downscaling of precipitation using adaptable random forests

An initial assessment of SMAP soil moisture retrievals using high‐resolution model simulations and in situ observations

Combining hyper-resolution land surface modeling with SMAP brightness temperatures to obtain 30-m soil moisture estimates

HydroBlocks: a field-scale resolving land surface model for application over continental extents

Development of a High-Resolution Gridded Daily Meteorological Dataset over Sub-Saharan Africa: Spatial Analysis of Trends in Climate Extremes

The Benefits of Using State‐Of‐The‐Art Digital Soil Properties Maps to Improve the Modeling of Soil Moisture in Land Surface Models

POLARIS Soil Properties: 30‐m Probabilistic Maps of Soil Properties Over the Contiguous United States

High-resolution modeling of the spatial heterogeneity of soil moisture: Applications in network design

A DROUGHT MONITORING AND FORECASTING SYSTEM FOR SUB-SAHARA AFRICAN WATER RESOURCES AND FOOD SECURITY

Deriving global parameter estimates for the Noah land surface model using FLUXNET and machine learning

Harnessing big data to rethink land heterogeneity in Earth system models

SMAP-HydroBlocks, a 30-m satellite-based soil moisture dataset for the conterminous US

High‐Resolution Soil Moisture Data Reveal Complex Multi‐Scale Spatial Variability Across the United States

Semi‐Coupling of a Field‐Scale Resolving Land‐Surface Model and WRF‐LES to Investigate the Influence of Land‐Surface Heterogeneity on Cloud Development

HydroBlocks v0.2: enabling a field-scale two-way coupling between the land surface and river networks in Earth system models

Investigating the Response of Land-Atmosphere Interactions and Feedbacks to Spatial Representation of Irrigation in a Coupled Modeling Framework

Field-scale soil moisture bridges the spatial-scale gap between drought monitoring and agricultural yields

Validation of SMAP soil moisture for the SMAPVEX15 field campaign using a hyper‐resolution model

Probabilistic Seasonal Forecasting of African Drought by Dynamical Models

Heterogeneous Land‐Surface Effects on TKE and Cloud Formation: Statistical Insights From LES Cases

Assessing the Atmospheric Response to Subgrid Surface Heterogeneity in the Single‐Column Community Earth System Model, Version 2 (CESM2)

Triple collocation: Beyond three estimates and separation of structural/non-structural errors

Representing surface heterogeneity in land–atmosphere coupling in E3SMv1 single-column model over ARM SGP during summertime

Synoptic Analysis and WRF‐Chem Model Simulation of Dust Events in the Southwestern United States

Internationally coordinated multi-mission planning is now critical to sustain the space-based rainfall observations needed for managing floods globally

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