Improve the Performance of the Noah‐MP‐Crop Model by Jointly Assimilating Soil Moisture and Vegetation Phenology Data

Implementing Dynamic Rooting Depth for Improved Simulation of Soil Moisture and Land Surface Feedbacks in Noah‐MP‐Crop

(2020) Xing Liu et al.   Journal of Advances in Modeling Earth Systems

From the Ground to Space: Using Solar‐Induced Chlorophyll Fluorescence to Estimate Crop Productivity

(2020) Liyin He et al.   GEOPHYSICAL RESEARCH LETTERS

Harmonizing models and observations: Data assimilation in Earth system science

(2020) Xin Li et al.   Science China-Earth Sciences

A Bayesian Three-Cornered Hat (BTCH) Method: Improving the Terrestrial Evapotranspiration Estimation

(2020) Xinlei He et al.   Remote Sensing

Mapping regional evapotranspiration in cloudy skies via variational assimilation of all-weather land surface temperature observations

(2020) Xinlei He et al.   JOURNAL OF HYDROLOGY

Joint Modeling of Crop and Irrigation in the central United States Using the Noah‐MP Land Surface Model

(2020) Zhe Zhang et al.   Journal of Advances in Modeling Earth Systems

Assimilation of remotely sensed Leaf Area Index into the Noah-MP land surface model: Impacts on water and carbon fluxes and states over the Continental U.S.

(2019) Sujay V. Kumar et al.   JOURNAL OF HYDROMETEOROLOGY

Radiative transfer Vcmax estimation from hyperspectral imagery and SIF retrievals to assess photosynthetic performance in rainfed and irrigated plant phenotyping trials

(2019) Carlos Camino et al.   REMOTE SENSING OF ENVIRONMENT

Regional and Global Land Data Assimilation Systems: Innovations, Challenges, and Prospects

(2019) Youlong Xia et al.   Journal of Meteorological Research

Lessons Learned From Modeling Irrigation From Field to Regional Scales

(2019) Xiaoyu Xu et al.   Journal of Advances in Modeling Earth Systems

Diverse photosynthetic capacity of global ecosystems mapped by satellite chlorophyll fluorescence measurements

(2019) Liming He et al.   REMOTE SENSING OF ENVIRONMENT

Improving Soil Moisture and Surface Turbulent Heat Flux Estimates by Assimilation of SMAP Brightness Temperatures or Soil Moisture Retrievals and GOES Land Surface Temperature Retrievals

(2019) Yang Lu et al.   JOURNAL OF HYDROMETEOROLOGY

The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty

(2019) David M. Lawrence et al.   Journal of Advances in Modeling Earth Systems

Mapping Regional Turbulent Heat Fluxes via Assimilation of MODIS Land Surface Temperature Data into an Ensemble Kalman Smoother Framework

(2019) Xinlei He et al.   Earth and Space Science

Estimating bamboo forest aboveground biomass using EnKF-assimilated MODIS LAI spatiotemporal data and machine learning algorithms

(2018) Xuejian Li et al.   AGRICULTURAL AND FOREST METEOROLOGY

Improved Crop Canopy and Water Balance Dynamics for Agroecosystem Modeling Using DayCent

(2018) Yao Zhang et al.   AGRONOMY JOURNAL

Improved Hydrological Simulation Using SMAP Data: Relative Impacts of Model Calibration and Data Assimilation

(2018) Randal D. Koster et al.   JOURNAL OF HYDROMETEOROLOGY

Overview of Solar-Induced chlorophyll Fluorescence (SIF) from the Orbiting Carbon Observatory-2: Retrieval, cross-mission comparison, and global monitoring for GPP

(2018) Ying Sun et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of Turbulent Heat Fluxes by Assimilation of Land Surface Temperature Observations From GOES Satellites Into an Ensemble Kalman Smoother Framework

(2018) Tongren Xu et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Evaluating Different Machine Learning Methods for Upscaling Evapotranspiration from Flux Towers to the Regional Scale

(2018) Tongren Xu et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Evaluation of the Weak Constraint Data Assimilation Approach for Estimating Turbulent Heat Fluxes at Six Sites

(2018) Xinlei He et al.   Remote Sensing

Mapping regional turbulent heat fluxes via variational assimilation of land surface temperature data from polar orbiting satellites

(2018) Tongren Xu et al.   REMOTE SENSING OF ENVIRONMENT

Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations

(2017) Tapio Schneider et al.   GEOPHYSICAL RESEARCH LETTERS

Simultaneous Estimation of Leaf Area Index, Fraction of Absorbed Photosynthetically Active Radiation, and Surface Albedo From Multiple-Satellite Data

(2017) Han Ma 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

Performance of AMSR_E soil moisture data assimilation in CLM4.5 model for monitoring hydrologic fluxes at global scale

(2017) Di Liu et al.   JOURNAL OF HYDROLOGY

Mapping Surface Heat Fluxes by Assimilating SMAP Soil Moisture and GOES Land Surface Temperature Data

(2017) Yang Lu et al.   WATER RESOURCES RESEARCH

Improved water balance component estimates through joint assimilation of GRACE water storage and SMOS soil moisture retrievals

(2017) Siyuan Tian et al.   WATER RESOURCES RESEARCH

Representing agriculture in Earth System Models: Approaches and priorities for development

(2017) S. S. McDermid et al.   Journal of Advances in Modeling Earth Systems

Effect of environmental conditions on the relationship between solar-induced fluorescence and gross primary productivity at an OzFlux grassland site

(2017) Manish Verma et al.   Journal of Geophysical Research-Biogeosciences

Carbon and energy fluxes in cropland ecosystems: a model-data comparison

(2016) E. Lokupitiya et al.   BIOGEOCHEMISTRY

Model-based analysis of the relationship between sun-induced chlorophyll fluorescence and gross primary production for remote sensing applications

(2016) Yongguang Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Consistency between sun-induced chlorophyll fluorescence and gross primary production of vegetation in North America

(2016) Yao Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Estimating surface turbulent heat fluxes from land surface temperature and soil moisture observations using the particle batch smoother

(2016) Yang Lu et al.   WATER RESOURCES RESEARCH

Assessing uncertainties in the Noah-MP ensemble simulations of a cropland site during the Tibet Joint International Cooperation program field campaign

(2016) Guo Zhang et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Land-atmosphere coupling and climate prediction over the U.S. Southern Great Plains

(2016) Ian N. Williams et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Noah-MP-Crop: Introducing dynamic crop growth in the Noah-MP land surface model

(2016) Xing Liu et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

The relationship between leaf area index and microclimate in tropical forest and oil palm plantation: Forest disturbance drives changes in microclimate

(2015) Stephen R. Hardwick et al.   AGRICULTURAL AND FOREST METEOROLOGY

Parameter estimation in a Holzapfel–Ogden law for healthy myocardium

(2015) H. Gao et al.   JOURNAL OF ENGINEERING MATHEMATICS

Optimizing the photosynthetic parameter Vcmax by assimilating MODIS-fPAR and MODIS-NDVI with a process-based ecosystem model

(2014) Shi Hu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Estimation of vegetation photosynthetic capacity from space-based measurements of chlorophyll fluorescence for terrestrial biosphere models

(2014) Yongguang Zhang et al.   GLOBAL CHANGE BIOLOGY

Integrating remotely sensed leaf area index and leaf nitrogen accumulation with RiceGrow model based on particle swarm optimization algorithm for rice grain yield assessment

(2014) Hang Wang et al.   Journal of Applied Remote Sensing

Assimilation of Remotely Sensed Soil Moisture and Snow Depth Retrievals for Drought Estimation

(2014) Sujay V. Kumar et al.   JOURNAL OF HYDROMETEOROLOGY

A dual-pass data assimilation scheme for estimating surface fluxes with FY3A-VIRR land surface temperature

(2014) TongRen Xu et al.   Science China-Earth Sciences

Coupled estimation of surface heat fluxes and vegetation dynamics from remotely sensed land surface temperature and fraction of photosynthetically active radiation

(2014) S. M. Bateni et al.   WATER RESOURCES RESEARCH

Assimilation of remotely sensed soil moisture and vegetation with a crop simulation model for maize yield prediction

(2013) Amor V.M. Ines et al.   REMOTE SENSING OF ENVIRONMENT

Interactive Crop Management in the Community Earth System Model (CESM1): Seasonal Influences on Land–Atmosphere Fluxes

(2012) Samuel Levis et al.   JOURNAL OF CLIMATE

Surface heat flux estimation with the ensemble Kalman smoother: Joint estimation of state and parameters

(2012) S. M. Bateni et al.   WATER RESOURCES RESEARCH

The community Noah land surface model with multiparameterization options (Noah-MP): 2. Evaluation over global river basins

(2011) Zong-Liang Yang et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Estimating turbulent fluxes through assimilation of geostationary operational environmental satellites data using ensemble Kalman filter

(2011) Tongren Xu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data

(2011) Gordon B. Bonan et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements

(2011) Guo-Yue Niu et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Assessing eddy-covariance flux tower location bias across the Fluxnet-Canada Research Network based on remote sensing and footprint modelling

(2010) Baozhang Chen et al.   AGRICULTURAL AND FOREST METEOROLOGY

Joint assimilation of surface soil moisture and LAI observations into a land surface model

(2008) Joaquín Muñoz Sabater et al.   AGRICULTURAL AND FOREST METEOROLOGY

Assessing Tower Flux Footprint Climatology and Scaling Between Remotely Sensed and Eddy Covariance Measurements

(2008) Baozhang Chen et al.   BOUNDARY-LAYER METEOROLOGY

Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter

(2007) C HUANG et al.   REMOTE SENSING OF ENVIRONMENT