Research graph
References from Soil vertical heterogeneity reduces rootzone soil moisture bias in hyper-resolution land surface model over smallholder agricultural systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Parameter sensitivity of the noah-MP Land surface model with dynamic vegetation
10.1175/jhm-d-17-0205.1 · 2018 · External reference
10.2139/ssrn.4737923
10.2139/ssrn.4737923 · External reference
Evapotranspiration in the Amazon: spatial patterns, seasonality, and recent trends in observations, reanalysis, and climate models
10.5194/hess-25-2279-2021 · 2021 · External reference
Comment on “Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth’s terrestrial water” by Eric F. Wood et al
10.1029/2011wr010982 · 2012 · External reference
Hyper-resolution global hydrological modelling: what is next?
10.1002/hyp.10391 · 2015 · External reference
Statistical upscaling and downscaling in hydrology
2006 · External reference
Scale issues in hydrological modelling: a review
10.1002/hyp.3360090305 · 1995 · External reference
Assessment of simulated water balance from Noah, Noah-MP, CLM, and VIC over CONUS using the NLDAS test bed
2014 · External reference
HydroBlocks: a field-scale resolving land surface model for application over continental extents
10.1002/hyp.10891 · 2016 · External reference
HydroBlocks v0.2: enabling a field-scale two-way coupling between the land surface and river networks in Earth system models
10.5194/gmd-14-6813-2021 · 2021 · External reference
10.1109/igarss.2016.7729065
10.1109/igarss.2016.7729065 · External reference
Application of triple collocation in ground-based validation of soil moisture active/passive (SMAP) level 2 data products
10.1109/jstars.2016.2569998 · 2017 · External reference
Development of gridded root-zone soil moisture product for India, 1981–2024
10.1038/s41597-026-06940-x · 2026 · External reference
Empirical equations for some soil hydraulic properties
10.1029/wr014i004p00601 · 1978 · External reference
Validation of soil moisture data products from the NASA SMAP mission
10.1109/jstars.2021.3124743 · 2022 · External reference
A statistical exploration of the relationships of soil moisture characteristics to the physical properties of soils
10.1029/wr020i006p00682 · 1984 · External reference
Upscaling sparse ground-based soil moisture observations for the validation of coarse-resolution satellite soil moisture products
10.1029/2011rg000372 · 2012 · External reference
10.1175/jhm-d-23-0069.1
10.1175/jhm-d-23-0069.1 · External reference
The impact of standard and hard-coded parameters on the hydrologic fluxes in the Noah-MP land surface model: HARD-CODED PARAMETERS IN NOAH-MP
10.1002/2016jd025097 · 2016 · External reference
Automated calibration of Noah-MP land surface model for improved irrigation representation in the North China Plain
10.1016/j.jhydrol.2024.132362 · 2025 · External reference
A review of the global soil property maps for Earth system models
10.5194/soil-5-137-2019 · 2019 · External reference
Unresolved reference
External reference
Sensitivity analysis of hydrological models: review and way forward
10.2166/wcc.2017.149 · 2017 · External reference
The accuracy of multisource evapotranspiration products and their applicability in streamflow simulation over a large catchment of Southern China
2022 · External reference
A review of the methods available for estimating soil moisture and its implications for water resource management
10.1016/j.jhydrol.2012.06.021 · 2012 · External reference
The international soil moisture network: a data hosting facility for global in situ soil moisture measurements
10.5194/hess-15-1675-2011 · 2011 · External reference
Using a bias aware EnKF to account for unresolved structure in an unsaturated zone model
10.1002/2012wr013443 · 2014 · External reference
Field observations of soil moisture variability across scales
2008 · External reference
Spatial mapping of agricultural water productivity using the swat model in upper Bhima Catchment, India
10.1002/ird.618 · 2012 · External reference
Land-surface controls on near-surface soil moisture dynamics: traversing remote sensing footprints
10.1002/2015wr018095 · 2016 · External reference
Incorporating dynamic root growth enhances the performance of Noah-MP at two contrasting winter wheat field sites
10.1002/2013wr014634 · 2014 · External reference
Unresolved reference
External reference
Validation practices for satellite soil moisture retrievals: what are (the) errors?
10.1016/j.rse.2020.111806 · 2020 · External reference
Spatial distribution of cropping systems in South Asia using time-series satellite data enriched with ground data
10.3390/rs16152733 · 2024 · External reference
Relief and climate in South Asia: the influence of the western ghats on the current climate pattern of peninsular India
10.1002/(sici)1097-0088(199709)17:11<1169::aid-joc189>3.0.co;2-w · 1997 · External reference
Role of initial conditions and meteorological drought in soil moisture drought propagation: An event-based causal analysis over South Asia
10.1029/2024ef004674 · 2024 · External reference
Dominant role of soil moisture regulating vegetation water content during flash drought evolution
10.1029/2025gl119366 · 2026 · External reference
SoilGrids250m: global gridded soil information based on machine learning
10.1371/journal.pone.0169748 · 2017 · External reference
Technical note: method of Morris effectively reduces the computational demands of global sensitivity analysis for distributed watershed models
10.5194/hess-17-2893-2013 · 2013 · External reference
10.21105/joss.00097 · 2017 · Admitted local publication
Evaluation of SMAP/sentinel 1 high-resolution soil moisture data to detect irrigation over agricultural domain
10.1109/jstars.2021.3119228 · 2021 · External reference
Is it possible to quantify irrigation water-use by assimilating a high-resolution satellite soil moisture product?
10.1029/2022wr033342 · 2023 · External reference
Do lateral flows matter for the hyperresolution land surface modeling?
2017 · External reference
Physical controls of near-surface soil moisture across varying spatial scales in an agricultural landscape during SMEX02
10.1029/2010wr009152 · 2010 · External reference
10.1109/igarss47720.2021.9553499
10.1109/igarss47720.2021.9553499 · External reference
A novel approach to validate satellite soil moisture retrievals using precipitation data
10.1002/2016jd024829 · 2016 · External reference
Evaluation and improvement of the default soil hydraulic parameters for the Noah Land Surface Model
10.1016/j.geoderma.2016.09.022 · 2017 · External reference
Groundwater flow across spatial scales: importance for climate modeling
10.1088/1748-9326/9/3/034003 · 2014 · External reference
Global river hydrography and network routing: baseline data and new approaches to study the world’s large river systems
10.1002/hyp.9740 · 2013 · External reference
Implementing dynamic rooting depth for improved simulation of soil moisture and land surface feedbacks in Noah-MP-Crop
10.1029/2019ms001786 · 2020 · External reference
Alternative evaluation method for multi-source soil moisture datasets: In-situ monitoring network or triple collocation?
10.1016/j.agwat.2026.110431 · 2026 · External reference
Evaluation of root zone soil moisture products over the Huai River basin
10.5194/hess-28-2375-2024 · 2024 · External reference
Which farms feed the world and has farmland become more concentrated?
10.1016/j.worlddev.2021.105455 · 2021 · External reference
GLEAM v3: satellite-based land evaporation and root-zone soil moisture
10.5194/gmd-10-1903-2017 · 2017 · External reference
Extended triple collocation: Estimating errors and correlation coefficients with respect to an unknown target
10.1002/2014gl061322 · 2014 · External reference
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
10.5194/essd-13-4349-2021 · 2021 · External reference
Enhancing the Noah-MP Ecosystem Response to Droughts With an Explicit Representation of Plant Water Storage Supplied by Dynamic Root Water Uptake
10.1029/2020ms002062 · 2020 · External reference
A simple TOPMODEL-based runoff parameterization (SIMTOP) for use in global climate models
10.1029/2005jd006111 · 2005 · External reference
The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements
10.1029/2010jd015139 · 2011 · External reference
Unresolved reference
External reference
An initial assessment of SMAP soil moisture retrievals using high-resolution model simulations and in situ observations
10.1002/2016gl069964 · 2016 · External reference
Drought monitoring using high resolution soil moisture through multi-sensor satellite data fusion over the Korean peninsula
10.1016/j.agrformet.2017.02.022 · 2017 · External reference
Are rootzone soil moisture dynamics and thresholds associated with surface layer?
2024 · External reference
Role of groundwater in buffering irrigation production against climate variability at the basin scale in South-West India
10.1016/j.agwat.2011.10.019 · 2012 · External reference
A roadmap for high-resolution satellite soil moisture applications – confronting product characteristics with user requirements
10.1016/j.rse.2020.112162 · 2021 · External reference
Development of the MESH modelling system for hydrological ensemble forecasting of the Laurentian Great Lakes at the regional scale
10.5194/hess-11-1279-2007 · 2007 · External reference
SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty
10.5194/soil-7-217-2021 · 2021 · External reference
Effects of spatially distributed soil properties on hydrological modeling via the Noah-MP Land Model
2025 · External reference
Unresolved reference
External reference
Combined influence of soil moisture and atmospheric evaporative demand is important for accurately predicting US maize yields
10.1038/s43016-020-0028-7 · 2020 · External reference
Seasonal and event dynamics of spatial soil moisture patterns at the small catchment scale
10.1029/2011wr011518 · 2012 · External reference
Remote sensing and climate services improve irrigation water management at farm scale in Western-Central India
10.1016/j.scitotenv.2023.163003 · 2023 · External reference
Short and medium range irrigation scheduling using stochastic simulation-optimization framework with farm-scale ecohydrological model and weather forecasts
10.1029/2020wr029004 · 2021 · External reference
Soil water characteristic estimates by texture and organic matter for hydrologic solutions
10.2136/sssaj2005.0117 · 2006 · External reference
Rootzone soil moisture dynamics using terrestrial water-energy coupling
10.1029/2024gl110342 · 2024 · External reference
Toward hyper-resolution land-surface modeling: The effects of fine-scale topography and soil texture on CLM4.0 simulations over the Southwestern U.S
10.1002/2014wr015686 · 2015 · External reference
Sensitivity estimates for nonlinear mathematical models
1993 · External reference
Toward the true near-surface wind speed: Error modeling and calibration using triple collocation
10.1029/97jc03180 · 1998 · External reference
Exploring deficit irrigation as a water conservation strategy: Insights from field experiments and model simulation
10.1016/j.agwat.2023.108490 · 2023 · External reference
Towards an optimal representation of sub-grid heterogeneity in land surface models
10.1029/2022wr032233 · 2022 · External reference
Farmers׳ perception of drought impacts, local adaptation and administrative mitigation measures in Maharashtra State, India
10.1016/j.ijdrr.2014.09.011 · 2014 · External reference
Evaluating new SMAP soil moisture for drought monitoring in the rangelands of the US high plains
2016 · External reference
Combining hyper-resolution land surface modeling with SMAP brightness temperatures to obtain 30-m soil moisture estimates
10.1016/j.rse.2020.111740 · 2020 · External reference
High-resolution soil moisture data reveal complex multi-scale spatial variability across the united states
10.1029/2022gl098586 · 2022 · External reference
Field-scale soil moisture bridges the spatial-scale gap between drought monitoring and agricultural yields
10.5194/hess-25-1827-2021 · 2021 · External reference
Unresolved reference
External reference
An explainable deep learning framework for sub-seasonal to seasonal agricultural drought prediction over India
10.1016/j.agwat.2026.110597 · 2026 · External reference
On the spatial scaling of soil moisture
10.1016/s0022-1694(98)00232-7 · 1999 · External reference
Hyperresolution global land surface modeling: Meeting a grand challenge for monitoring Earth’s terrestrial water
10.1029/2010wr010090 · 2011 · External reference
In-situ and triple-collocation based evaluations of eight global root zone soil moisture products
10.1016/j.rse.2020.112248 · 2021 · External reference
The benefits of using state-of-the-art digital soil properties maps to improve the modeling of soil moisture in land surface models
10.1029/2022wr032336 · 2023 · External reference
Impact of lateral flow on surface water and energy budgets over the southern great plains—a modeling study
2021 · External reference
Inverse analysis of the role of soil vertical heterogeneity in controlling surface soil state and energy partition
2005 · External reference
Within-field soil moisture variability and time-invariant spatial structures of agricultural fields in the US Midwest
10.1002/vzj2.20337 · 2024 · External reference
Assessing global passive microwave soil moisture retrievals in mountainous terrain: insights from in situ validation and extended triple collocation
10.1016/j.geoderma.2026.117707 · 2026 · External reference
Evaluation of Noah-MP performance with available soil information for vertically heterogenous soils
10.1002/agg2.70048 · 2025 · External reference
Effect of root-zone vertical soil moisture heterogeneity on water transport safety in soil-plant-atmosphere continuum in Robinia pseudoacacia
10.1016/j.agwat.2020.106702 · 2021 · External reference
Satellite-informed simulation of irrigation in South Asia: opportunities and uncertainties
10.1016/j.jhydrol.2024.131758 · 2024 · External reference
Effective hydraulic parameters for steady state vertical flow in heterogeneous soils
10.1029/2002wr001831 · 2003 · External reference
Multi-scale evaluation of global evapotranspiration products derived from remote sensing images: accuracy and uncertainty
10.1016/j.jhydrol.2022.127982 · 2022 · External reference
