Mapping Regional Turbulent Heat Fluxes via Assimilation of MODIS Land Surface Temperature Data into an Ensemble Kalman Smoother Framework
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Mapping Regional Turbulent Heat Fluxes via Assimilation of MODIS Land Surface Temperature Data into an Ensemble Kalman Smoother Framework
Authors
Keywords
-
Journal
Earth and Space Science
Volume 6, Issue 12, Pages 2423-2442
Publisher
American Geophysical Union (AGU)
Online
2019-12-05
DOI
10.1029/2019ea000705
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Evaluation of twelve evapotranspiration products from machine learning, remote sensing and land surface models over conterminous United States
- (2019) Tongren Xu et al. JOURNAL OF HYDROLOGY
- Hydrological Cycle in the Heihe River Basin and Its Implication for Water Resource Management in Endorheic Basins
- (2018) Xin Li et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- 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
- Estimation of daily evapotranspiration and irrigation water efficiency at a Landsat-like scale for an arid irrigation area using multi-source remote sensing data
- (2018) Yanfei Ma et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Monitoring and validating spatially and temporally continuous daily evaporation and transpiration at river basin scale
- (2018) Lisheng Song et al. REMOTE SENSING OF ENVIRONMENT
- Evaluation of Collection-6 MODIS Land Surface Temperature Product Using Multi-Year Ground Measurements in an Arid Area of Northwest China
- (2018) Lei Lu et al. Remote Sensing
- 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
- An improved constant evaporative fraction method for estimating daily evapotranspiration from remotely sensed instantaneous observations
- (2017) Ronglin Tang et al. GEOPHYSICAL RESEARCH LETTERS
- Characterizing the Effect of Vegetation Dynamics on the Bulk Heat Transfer Coefficient to Improve Variational Estimation of Surface Turbulent Fluxes
- (2017) Abedeh Abdolghafoorian et al. JOURNAL OF HYDROMETEOROLOGY
- Mapping Surface Heat Fluxes by Assimilating SMAP Soil Moisture and GOES Land Surface Temperature Data
- (2017) Yang Lu et al. WATER RESOURCES RESEARCH
- A Universal T s -VI Triangle Method for the Continuous Retrieval of Evaporative Fraction From MODIS Products
- (2017) Wenbin Zhu et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- Long-Time-Series Global Land Surface Satellite Leaf Area Index Product Derived From MODIS and AVHRR Surface Reflectance
- (2016) Zhiqiang Xiao et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Partitioning Evapotranspiration into Soil Evaporation and Canopy Transpiration via a Two-Source Variational Data Assimilation System
- (2016) Tongren Xu et al. JOURNAL OF HYDROMETEOROLOGY
- Mapping land water and energy balance relations through conditional sampling of remote sensing estimates of atmospheric forcing and surface states
- (2016) Leila Farhadi et al. WATER RESOURCES RESEARCH
- 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
- Estimating Turbulent Heat Fluxes With a Weak-Constraint Data Assimilation Scheme: A Case Study (HiWATER-MUSOEXE)
- (2015) Tongren Xu et al. IEEE Geoscience and Remote Sensing Letters
- The Canadian Land Data Assimilation System (CaLDAS): Description and Synthetic Evaluation Study
- (2015) Marco L. Carrera et al. JOURNAL OF HYDROMETEOROLOGY
- Improving the estimation of hydrological states in the SWAT model via the ensemble Kalman smoother: Synthetic experiments for the Heihe River Basin in northwest China
- (2014) Fangni Lei et al. ADVANCES IN WATER RESOURCES
- Generating Global LAnd Surface Satellite incident shortwave radiation and photosynthetically active radiation products from multiple satellite data
- (2014) Xiaotong Zhang et al. REMOTE SENSING OF ENVIRONMENT
- 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
- Land cover mapping using time series HJ-1/CCD data
- (2014) Bo Zhong et al. Science China-Earth Sciences
- Estimation of land surface water and energy balance parameters using conditional sampling of surface states
- (2014) Leila Farhadi et al. WATER RESOURCES RESEARCH
- 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
- Estimation of surface turbulent heat fluxes via variational assimilation of sequences of land surface temperatures from Geostationary Operational Environmental Satellites
- (2014) Tongren Xu et al. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES
- MODIS-driven estimation of terrestrial latent heat flux in China based on a modified Priestley–Taylor algorithm
- (2013) Yunjun Yao et al. AGRICULTURAL AND FOREST METEOROLOGY
- Heihe Watershed Allied Telemetry Experimental Research (HiWATER): Scientific Objectives and Experimental Design
- (2013) Xin Li et al. BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
- Use of General Regression Neural Networks for Generating the GLASS Leaf Area Index Product From Time-Series MODIS Surface Reflectance
- (2013) Zhiqiang Xiao et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Improving a Penman–Monteith evapotranspiration model by incorporating soil moisture control on soil evaporation in semiarid areas
- (2013) Liang Sun et al. International Journal of Digital Earth
- Variational assimilation of land surface temperature and the estimation of surface energy balance components
- (2013) S.M. Bateni et al. JOURNAL OF HYDROLOGY
- Evaluation of the VIIRS and MODIS LST products in an arid area of Northwest China
- (2013) Hua Li et al. REMOTE SENSING OF ENVIRONMENT
- A Surface Temperature Initiated Closure (STIC) for surface energy balance fluxes
- (2013) Kaniska Mallick et al. REMOTE SENSING OF ENVIRONMENT
- Mapping evaporation and estimation of surface control of evaporation using remotely sensed land surface temperature from a constellation of satellites
- (2013) S. M. Bateni et al. WATER RESOURCES RESEARCH
- Assimilation of stream discharge for flood forecasting: The benefits of accounting for routing time lags
- (2013) Yuan Li et al. WATER RESOURCES RESEARCH
- Overview of the Bushland Evapotranspiration and Agricultural Remote sensing EXperiment 2008 (BEAREX08): A field experiment evaluating methods for quantifying ET at multiple scales
- (2012) Steven R. Evett et al. ADVANCES IN WATER RESOURCES
- Evaluating the two-source energy balance model using local thermal and surface flux observations in a strongly advective irrigated agricultural area
- (2012) William P. Kustas et al. ADVANCES IN WATER RESOURCES
- Estimating surface energy fluxes using a dual-source data assimilation approach adjoined to the heat diffusion equation
- (2012) S. M. Bateni et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Future global water resources with respect to climate change and water withdrawals as estimated by a dynamic global vegetation model
- (2012) S.J. Murray et al. JOURNAL OF HYDROLOGY
- Latent Heat Flux and Canopy Conductance Based on Penman–Monteith, Priestley–Taylor Equation, and Bouchet’s Complementary Hypothesis
- (2012) Kaniska Mallick et al. JOURNAL OF HYDROMETEOROLOGY
- A review of global terrestrial evapotranspiration: Observation, modeling, climatology, and climatic variability
- (2012) Kaicun Wang et al. REVIEWS OF GEOPHYSICS
- Surface heat flux estimation with the ensemble Kalman smoother: Joint estimation of state and parameters
- (2012) S. M. Bateni et al. WATER RESOURCES RESEARCH
- Relative efficiency of land surface energy balance components
- (2012) S. M. Bateni et al. WATER RESOURCES RESEARCH
- Dynamic downscaling of near-surface air temperature at the basin scale using WRF-a case study in the Heihe River Basin, China
- (2012) Xiaoduo Pan et al. Frontiers of Earth Science
- Estimating turbulent fluxes through assimilation of geostationary operational environmental satellites data using ensemble Kalman filter
- (2011) Tongren Xu et al. JOURNAL OF GEOPHYSICAL RESEARCH
- Review on Estimation of Land Surface Radiation and Energy Budgets From Ground Measurement, Remote Sensing and Model Simulations
- (2010) Shunlin Liang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- Improving Predictions of Water and Heat Fluxes by Assimilating MODIS Land Surface Temperature Products into the Common Land Model
- (2010) Tongren Xu et al. JOURNAL OF HYDROMETEOROLOGY
- Satellite-Scale Snow Water Equivalent Assimilation into a High-Resolution Land Surface Model
- (2009) Gabriëlle J. M. De Lannoy et al. JOURNAL OF HYDROMETEOROLOGY
- An application of the Ts–VI triangle method with enhanced edges determination for evapotranspiration estimation from MODIS data in arid and semi-arid regions: Implementation and validation
- (2009) Ronglin Tang et al. REMOTE SENSING OF ENVIRONMENT
- A land surface data assimilation framework using the land information system: Description and applications
- (2008) Sujay V. Kumar et al. ADVANCES IN WATER RESOURCES
- Thermal conductivity of sands
- (2008) Shan Xiong Chen HEAT AND MASS TRANSFER
- A Comparison of Variational and Ensemble-Based Data Assimilation Systems for Reanalysis of Sparse Observations
- (2008) Jeffrey S. Whitaker et al. MONTHLY WEATHER REVIEW
- Estimation of large-scale evaporation fields based on assimilation of remotely sensed land temperature
- (2008) F. Sini et al. WATER RESOURCES RESEARCH
- An adaptive ensemble Kalman filter for soil moisture data assimilation
- (2008) Rolf H. Reichle et al. WATER RESOURCES RESEARCH
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More