相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Changes in land use enhance the sensitivity of tropical ecosystems to fire-climate extremes
Sujay Kumar et al.
SCIENTIFIC REPORTS (2022)
Quantifying and Reducing Uncertainty in Global Carbon Cycle Predictions: Lessons and Perspectives From 15 Years of Data Assimilation Studies With the ORCHIDEE Terrestrial Biosphere Model
N. MacBean et al.
GLOBAL BIOGEOCHEMICAL CYCLES (2022)
Land-Snow Data Assimilation Including a Moderately Coupled Initialization Method Applied to NWP
Stanley G. Benjamin et al.
JOURNAL OF HYDROMETEOROLOGY (2022)
Assimilation of NASA's Airborne Snow Observatory Snow Measurements for Improved Hydrological Modeling: A Case Study Enabled by the Coupled LIS/WRF-Hydro System
Timothy M. Lahmers et al.
WATER RESOURCES RESEARCH (2022)
Coupled data assimilation at ECMWF: current status, challenges and future developments
Patricia de Rosnay et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2022)
Towards constraining soil and vegetation dynamics in land surface models: Modeling ASCAT backscatter incidence-angle dependence with a Deep Neural Network
Xu Shan et al.
REMOTE SENSING OF ENVIRONMENT (2022)
Perspective on satellite-based land data assimilation to estimate water cycle components in an era of advanced data availability and model sophistication
Gabrielle J. M. De Lannoy et al.
FRONTIERS IN WATER (2022)
Development of a Nature Run for Observing System Simulation Experiments (OSSEs) for Snow Mission Development
Melissa L. Wrzesien et al.
JOURNAL OF HYDROMETEOROLOGY (2022)
Development of an open-source regional data assimilation system in PEcAn v. 1.7.2: application to carbon cycle reanalysis across the contiguous US using SIPNET
Hamze Dokoohaki et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2022)
Global GOSAT, OCO-2, and OCO-3 solar-induced chlorophyll fluorescence datasets
Russell Doughty et al.
EARTH SYSTEM SCIENCE DATA (2022)
The Model Evaluation Tools (MET) More than a Decade of Community-Supported Forecast Verification
Barbara Brown et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2021)
The 2019-2020 Australian Drought and Bushfires Altered the Partitioning of Hydrological Fluxes
Sujay V. Kumar et al.
GEOPHYSICAL RESEARCH LETTERS (2021)
The Contributions of Gauge-Based Precipitation and SMAP Brightness Temperature Observations to the Skill of the SMAP Level-4 Soil Moisture Product
Rolf H. Reichle et al.
JOURNAL OF HYDROMETEOROLOGY (2021)
Assimilation of Vegetation Conditions Improves the Representation of Drought over Agricultural Areas
David M. Mocko et al.
JOURNAL OF HYDROMETEOROLOGY (2021)
Hybrid Ensemble-Variational Filter: A Spatially and Temporally Varying Adaptive Algorithm to Estimate Relative Weighting
Mohamad El Gharamti
MONTHLY WEATHER REVIEW (2021)
Quantifying the observational requirements of a space-borne LiDAR snow mission
Yonghwan Kwon et al.
JOURNAL OF HYDROLOGY (2021)
Asymmetry in Subseasonal Surface Air Temperature Forecast Error with Respect to Soil Moisture Initialization
Randal D. Koster et al.
JOURNAL OF HYDROMETEOROLOGY (2021)
Evaluating and Optimizing Surface Soil Moisture Drydowns in the ORCHIDEE Land Surface Model at In Situ Locations
Nina Raoult et al.
JOURNAL OF HYDROMETEOROLOGY (2021)
A High-Resolution Land Data Assimilation System Optimized for the Western United States
Jessica M. Erlingis et al.
JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION (2021)
Statistical approaches to assimilate ASCAT soil moisture information-I. Methodologies and first assessment
Filipe Aires et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2021)
Assimilation of SMAP and ASCAT soil moisture retrievals into the JULES land surface model using the Local Ensemble Transform Kalman Filter
Eunkyo Seo et al.
REMOTE SENSING OF ENVIRONMENT (2021)
From calibration to parameter learning: Harnessing the scaling effects of big data in geoscientific modeling
Wen-Ping Tsai et al.
NATURE COMMUNICATIONS (2021)
A Review of Irrigation Information Retrievals from Space and Their Utility for Users
Christian Massari et al.
REMOTE SENSING (2021)
NASA's surface biology and geology designated observable: A perspective on surface imaging algorithms
Kerry Cawse-Nicholson et al.
REMOTE SENSING OF ENVIRONMENT (2021)
Data Assimilation of Terrestrial Water Storage Observations to Estimate Precipitation Fluxes: A Synthetic Experiment
Manuela Girotto et al.
REMOTE SENSING (2021)
Accounting for Land Model Uncertainty in Numerical Weather Prediction Ensemble Systems: Toward Ensemble-Based Coupled Land-Atmosphere Data Assimilation
Clara Sophie Draper
JOURNAL OF HYDROMETEOROLOGY (2021)
Future Changes in Wet and Dry Season Characteristics in CMIP5 and CMIP6 Simulations
Caroline M. Wainwright et al.
JOURNAL OF HYDROMETEOROLOGY (2021)
The Global Water Cycle Budget: A Chronological Review
Mijael Rodrigo Vargas Godoy et al.
SURVEYS IN GEOPHYSICS (2021)
Y A new CAM6+DART reanalysis with surface forcing from CAM6 to other CESM models
Kevin Raeder et al.
SCIENTIFIC REPORTS (2021)
Improving CLM5.0 Biomass and Carbon Exchange Across the Western United States Using a Data Assimilation System
Brett Raczka et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2021)
Assimilation of SMAP Brightness Temperature Observations in the GEOS Land-Atmosphere Data Assimilation System
Rolf H. Reichle et al.
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2021)
Ensemble streamflow data assimilation using WRF-Hydro and DART: novel localization and inflation techniques applied to Hurricane Florence flooding
Mohamad El Gharamti et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)
Land-Atmosphere Interactions Exacerbated the Drought and Heatwave Over Northern Europe During Summer 2018
Paul A. Dirmeyer et al.
AGU ADVANCES (2021)
ERA5-Land: a state-of-the-art global reanalysis dataset for land applications
Joaquin Munoz-Sabater et al.
EARTH SYSTEM SCIENCE DATA (2021)
Improving soil moisture prediction of a high-resolution land surface model by parameterising pedotransfer functions through assimilation of SMAP satellite data
Ewan Pinnington et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2021)
Patterns of plant rehydration and growth following pulses of soil moisture availability
Andrew F. Feldman et al.
BIOGEOSCIENCES (2021)
Constraining estimates of terrestrial carbon uptake: new opportunities using long-term satellite observations and data assimilation
William K. Smith et al.
NEW PHYTOLOGIST (2020)
Multivariate data assimilation of GRACE, SMOS, SMAP measurements for improved regional soil moisture and groundwater storage estimates
Natthachet Tangdamrongsub et al.
ADVANCES IN WATER RESOURCES (2020)
GRACE Improves Seasonal Groundwater Forecast Initialization over the United States
Augusto Getirana et al.
JOURNAL OF HYDROMETEOROLOGY (2020)
SMOS brightness temperature forward modelling and long term monitoring at ECMWF
Patricia de Rosnay et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Impact of Surface Albedo Assimilation on Snow Estimation
Sujay Kumar et al.
REMOTE SENSING (2020)
The ERA5 global reanalysis
Hans Hersbach et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2020)
Perspectives on the Future of Land Surface Models and the Challenges of Representing Complex Terrestrial Systems
Rosie A. Fisher et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2020)
The Impact of SMOS Soil Moisture Data Assimilation within the Operational Global Flood Awareness System (GloFAS)
Calum Baugh et al.
REMOTE SENSING (2020)
Assimilating Observations with Spatially Correlated Errors Using a Serial Ensemble Filter with a Multiscale Approach
Yue Ying
MONTHLY WEATHER REVIEW (2020)
Validation practices for satellite soil moisture retrievals: What are (the) errors?
A. Gruber et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Comparison of microwave remote sensing and land surface modeling for surface soil moisture climatology estimation
Jianzhi Dong et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Soil Evaporation Stress Determines Soil Moisture-Evapotranspiration Coupling Strength in Land Surface Modeling
Jianzhi Dong et al.
GEOPHYSICAL RESEARCH LETTERS (2020)
Climate change will affect global water availability through compounding changes in seasonal precipitation and evaporation
Goutam Konapala et al.
NATURE COMMUNICATIONS (2020)
Divergent effects of climate change on future groundwater availability in key mid-latitude aquifers
Wen-Ying Wu et al.
NATURE COMMUNICATIONS (2020)
The Met Office Operational Soil Moisture Analysis System
Breogin Gomez et al.
REMOTE SENSING (2020)
Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting
Peyman Abbaszadeh et al.
ADVANCES IN WATER RESOURCES (2020)
A temporal polarization ratio algorithm for calibration-free retrieval of soil moisture at L-band
Lun Gao et al.
REMOTE SENSING OF ENVIRONMENT (2020)
Data assimilation for continuous global assessment of severe conditions over terrestrial surfaces
Clement Albergel et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2020)
The Land Variational Ensemble Data Assimilation Framework: LAVENDAR v1.0.0
Ewan Pinnington et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2020)
Assimilation of vegetation optical depth retrievals from passive microwave radiometry
Sujay Kumar et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2020)
Assimilation of wide-swath altimetry water elevation anomalies to correct large-scale river routing model parameters
Charlotte Marie Emery et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2020)
An ensemble square root filter for the joint assimilation of surface soil moisture and leaf area index within the Land Data Assimilation System LDAS-Monde: application over the Euro-Mediterranean region
Bertrand Bonan et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2020)
NCA-LDAS Land Analysis: Development and Performance of a Multisensor, Multivariate Land Data Assimilation System for the National Climate Assessment
Sujay V. Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Understanding the Impacts of Soil Moisture Initial Conditions on NWP in the Context of Land-Atmosphere Coupling
Joseph A. Santanello et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
The Value of Accurate High-Resolution and Spatially Continuous Snow Information to Streamflow Forecasts
Dongyue Li et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Deep learning and process understanding for data-driven Earth system science
Markus Reichstein et al.
NATURE (2019)
The Utility of Infrequent Snow Depth Images for Deriving Continuous Space-Time Estimates of Seasonal Snow Water Equivalent
Steven A. Margulis et al.
GEOPHYSICAL RESEARCH LETTERS (2019)
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 United States
Sujay Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Assimilation of Passive L-band Microwave Brightness Temperatures in the Canadian Land Data Assimilation System: Impacts on Short-Range Warm Season Numerical Weather Prediction
Marco L. Carrera et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
How Well Do Operational Numerical Weather Prediction Configurations Represent Hydrology?
Ervin Zsoter et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
GRACE-FO: The Gravity Recovery and Climate Experiment Follow-On Mission
Richard P. Kornfeld et al.
JOURNAL OF SPACECRAFT AND ROCKETS (2019)
Flux towers in the sky: global ecology from space
David Schimel et al.
NEW PHYTOLOGIST (2019)
Particle filters for high-dimensional geoscience applications: A review
Peter Jan van Leeuwen et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2019)
Assimilation of SMOS brightness temperatures in the ECMWF Integrated Forecasting System
J. Munoz-Sabater et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2019)
Multi-sensor assimilation of SMOS brightness temperature and GRACE terrestrial water storage observations for soil moisture and shallow groundwater estimation
Manuela Girotto et al.
REMOTE SENSING OF ENVIRONMENT (2019)
The European Space Agency BIOMASS mission: Measuring forest above-ground biomass from space
Shaun Quegan et al.
REMOTE SENSING OF ENVIRONMENT (2019)
SMOS Neural Network Soil Moisture Data Assimilation in a Land Surface Model and Atmospheric Impact
Nemesio Rodriguez-Fernandez et al.
REMOTE SENSING (2019)
Uncertainty of Reference Pixel Soil Moisture Averages Sampled at SMAP Core Validation Sites
Fan Chen et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Global GRACE Data Assimilation for Groundwater and Drought Monitoring: Advances and Challenges
Bailing Li et al.
WATER RESOURCES RESEARCH (2019)
Impact of Weak Coupling between Land and Atmosphere Data Assimilation Systems on Environment and Climate Change Canada's Global Deterministic Prediction System
Maziar Bani Shahabadi et al.
WEATHER AND FORECASTING (2019)
Version 4 of the SMAP Level-4 Soil Moisture Algorithm and Data Product
Rolf H. Reichle et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2019)
Exploring the Utility of Machine Learning-Based Passive Microwave Brightness Temperature Data Assimilation over Terrestrial Snow in High Mountain Asia
Yonghwan Kwon et al.
REMOTE SENSING (2019)
The New Stand-Alone Surface Analysis at ECMWF: Implications for Land-Atmosphere DA Coupling
David Fairbairn et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
A High-Resolution Data Assimilation Framework for Snow Water Equivalent Estimation across the Western United States and Validation with the Airborne Snow Observatory
Catalina M. Oaida et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Quantifying Snow Mass Mission Concept Trade-Offs Using an Observing System Simulation Experiment
Camille Garnaud et al.
JOURNAL OF HYDROMETEOROLOGY (2019)
Particle Filter Data Assimilation of Monthly Snow Depth Observations Improves Estimation of Snow Density and SWE
Eric J. Smyth et al.
WATER RESOURCES RESEARCH (2019)
Assimilating GRACE Into a Land Surface Model in the Presence of an Irrigation-Induced Groundwater Trend
Wanshu Nie et al.
WATER RESOURCES RESEARCH (2019)
The ECMWF operational ensemble reanalysis-analysis system for ocean and sea ice: a description of the system and assessment
Hao Zuo et al.
OCEAN SCIENCE (2019)
Synthesis of Ocean Observations Using Data Assimilation for Operational, Real-Time and Reanalysis Systems: A More Complete Picture of the State of the Ocean
Andrew M. Moore et al.
FRONTIERS IN MARINE SCIENCE (2019)
Fundamentals of data assimilation applied to biogeochemistry
Peter J. Rayner et al.
ATMOSPHERIC CHEMISTRY AND PHYSICS (2019)
Identifying Climate-Induced Groundwater Depletion in GRACE Observations
Brian F. Thomas et al.
SCIENTIFIC REPORTS (2019)
Models meet data: Challenges and opportunities in implementing land management in Earth system models
Julia Pongratz et al.
GLOBAL CHANGE BIOLOGY (2018)
Bias-aware data assimilation in integrated hydrological modelling
Marc-Etienne Ridler et al.
HYDROLOGY RESEARCH (2018)
Bias-aware data assimilation in integrated hydrological modelling
Marc-Etienne Ridler et al.
HYDROLOGY RESEARCH (2018)
On the assimilation set-up of ASCAT soil moisture data for improving streamflow catchment simulation
Javier Loizu et al.
ADVANCES IN WATER RESOURCES (2018)
Methods for interpreting and understanding deep neural networks
Gregoire Montavon et al.
DIGITAL SIGNAL PROCESSING (2018)
Exploiting Soil Moisture, Precipitation, and Streamflow Observations to Evaluate Soil Moisture/Runoff Coupling in Land Surface Models
W. T. Crow et al.
GEOPHYSICAL RESEARCH LETTERS (2018)
Enhanced Adaptive Inflation Algorithm for Ensemble Filters
Mohamad El Gharamti
MONTHLY WEATHER REVIEW (2018)
Estimating surface soil moisture from SMAP observations using a Neural Network technique
J. Kolassa et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Multi-sensor land data assimilation: Toward a robust global soil moisture and snow estimation
Long Zhao et al.
REMOTE SENSING OF ENVIRONMENT (2018)
Assimilation of MODIS Snow Cover Fraction Observations into the NASA Catchment Land Surface Model
Ally M. Toure et al.
REMOTE SENSING (2018)
Emerging trends in global freshwater availability
M. Rodell et al.
NATURE (2018)
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines
Yuan Xue et al.
WATER RESOURCES RESEARCH (2018)
Evaluation of a Data Assimilation System for Land Surface Models Using CLM4.5
Andrew M. Fox et al.
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (2018)
Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review
Gianpaolo Balsamo et al.
REMOTE SENSING (2018)
Climate Change and Drought: From Past to Future
Benjamin Cook et al.
CURRENT CLIMATE CHANGE REPORTS (2018)
Impact of remotely sensed soil moisture and precipitation on soil moisture prediction in a data assimilation system with the JULES land surface model
Ewan Pinnington et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2018)
L band microwave remote sensing and land data assimilation improve the representation of prestorm soil moisture conditions for hydrologic forecasting
W. T. Crow et al.
GEOPHYSICAL RESEARCH LETTERS (2017)
Benefits and pitfalls of GRACE data assimilation: A case study of terrestrial water storage depletion in India
Manuela Girotto et al.
GEOPHYSICAL RESEARCH LETTERS (2017)
Global Assessment of the SMAP Level-4 Surface and Root-Zone Soil Moisture Product Using Assimilation Diagnostics
Rolf H. Reichle et al.
JOURNAL OF HYDROMETEOROLOGY (2017)
ATMOSPHERIC SCIENCE Weather-data race heats up
Jeff Tollefson
NATURE (2017)
Regionally strong feedbacks between the atmosphere and terrestrial biosphere
Julia K. Green et al.
NATURE GEOSCIENCE (2017)
A review of operational methods of variational and ensemble-variational data assimilation
R. N. Bannister
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2017)
Assimilation of global radar backscatter and radiometer brightness temperature observations to improve soil moisture and land evaporation estimates
H. Lievens et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Merging active and passive microwave observations in soil moisture data assimilation
J. Kolassa et al.
REMOTE SENSING OF ENVIRONMENT (2017)
Comparison of commonly-used microwave radiative transfer models for snow remote sensing
Alain Royer et al.
REMOTE SENSING OF ENVIRONMENT (2017)
OCO-2 advances photosynthesis observation from space via solar-induced chlorophyll fluorescence
Y. Sun et al.
SCIENCE (2017)
Mapping Surface Heat Fluxes by Assimilating SMAP Soil Moisture and GOES Land Surface Temperature Data
Yang Lu et al.
WATER RESOURCES RESEARCH (2017)
Data Assimilation to Extract Soil Moisture Information from SMAP Observations
Jana Kolassa et al.
REMOTE SENSING (2017)
Data Descriptor: A land data assimilation system for sub-Saharan Africa food and water security applications
Amy McNally et al.
SCIENTIFIC DATA (2017)
ISS observations offer insights into plant function
E. Natasha Stavros et al.
NATURE ECOLOGY & EVOLUTION (2017)
Compounding Impacts of Human-Induced Water Stress and Climate Change on Water Availability
Ali Mehran et al.
SCIENTIFIC REPORTS (2017)
Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0: LDAS-Monde assessment over the Euro-Mediterranean area
Clement Albergel et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2017)
The future of Earth observation in hydrology
Matthew F. McCabe et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)
The evolution of process-based hydrologic models: historical challenges and the collective quest for physical realism
Martyn P. Clark et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)
Role of forcing uncertainty and background model error characterization in snow data assimilation
Sujay V. Kumar et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)
Reviews and syntheses: Flying the satellite into your model: on the role of observation operators in constraining models of the Earth system and the carbon cycle
Thomas Kaminski et al.
BIOGEOSCIENCES (2017)
A non-linear Granger-causality framework to investigate climate-vegetation dynamics
Christina Papagiannopoulou et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2017)
The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France
David Fairbairn et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)
Evaluation of snow data assimilation using the ensemble Kalman filter for seasonal streamflow prediction in the western United States
Chengcheng Huang et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2017)
Global semi-arid climate change over last 60 years
Jianping Huang et al.
CLIMATE DYNAMICS (2016)
Improving Noah land surface model performance using near real time surface albedo and green vegetation fraction
Jifu Yin et al.
AGRICULTURAL AND FOREST METEOROLOGY (2016)
Understanding the Ensemble Kalman Filter
Matthias Katzfuss et al.
AMERICAN STATISTICIAN (2016)
Assimilating atmospheric observations into the ocean using strongly coupled ensemble data assimilation
Travis C. Sluka et al.
GEOPHYSICAL RESEARCH LETTERS (2016)
Homogeneity of a global multisatellite soil moisture climate data record
Chun-Hsu Su et al.
GEOPHYSICAL RESEARCH LETTERS (2016)
Assimilation of Gridded GRACE Terrestrial Water Storage Estimates in the North American Land Data Assimilation System
Sujay V. Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2016)
Review of the Ensemble Kalman Filter for Atmospheric Data Assimilation
P. L. Houtekamer et al.
MONTHLY WEATHER REVIEW (2016)
Recent advances in space-borne optical remote sensing systems for monitoring global terrestrial ecosystems
Jadunandan Dash et al.
PROGRESS IN PHYSICAL GEOGRAPHY-EARTH AND ENVIRONMENT (2016)
Simultaneous assimilation of SMOS soil moisture and atmospheric CO2 in-situ observations to constrain the global terrestrial carbon cycle
M. Scholze et al.
REMOTE SENSING OF ENVIRONMENT (2016)
Assimilation of SMOS soil moisture and brightness temperature products into a land surface model
H. Lievens et al.
REMOTE SENSING OF ENVIRONMENT (2016)
Vegetation optical depth and scattering albedo retrieval using time series of dual-polarized L-band radiometer observations
Alexandra G. Konings et al.
REMOTE SENSING OF ENVIRONMENT (2016)
Sensitivity of Numerical Weather Forecasts to Initial Soil Moisture Variations in CFSv2
Paul A. Dirmeyer et al.
WEATHER AND FORECASTING (2016)
EXTREME PRECIPITATION Increases all round
William Ingram
NATURE CLIMATE CHANGE (2016)
Land-atmosphere feedbacks amplify aridity increase over land under global warming
Alexis Berg et al.
NATURE CLIMATE CHANGE (2016)
High-Resolution NDVI from Planet's Constellation of Earth Observing Nano-Satellites: A New Data Source for Precision Agriculture
Rasmus Houborg et al.
REMOTE SENSING (2016)
Assimilation of SMOS brightness temperatures or soil moisture retrievals into a land surface model
Gabrielle J. M. De Lannoy et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2016)
A new stepwise carbon cycle data assimilation system using multiple data streams to constrain the simulated land surface carbon cycle
Philippe Peylin et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2016)
Constraining a land-surface model with multiple observations by application of the MPI-Carbon Cycle Data Assimilation System V1.0
Gregor J. Schuermann et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2016)
Land-surface parameter optimisation using data assimilation techniques: the adJULES system V1.0
Nina M. Raoult et al.
GEOSCIENTIFIC MODEL DEVELOPMENT (2016)
A particle batch smoother for soil moisture estimation using soil temperature observations
Jianzhi Dong et al.
ADVANCES IN WATER RESOURCES (2015)
Effects of vegetation on runoff and soil erosion on reclaimed land in an opencast coal-mine dump in a loess area
Ling Zhang et al.
CATENA (2015)
Soil Moisture Retrieval Using Neural Networks: Application to SMOS
Nemesio J. Rodriguez-Fernandez et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)
The Observed State of the Energy Budget in the Early Twenty-First Century
Tristan S. L'Ecuyer et al.
JOURNAL OF CLIMATE (2015)
The Observed State of the Water Cycle in the Early Twenty-First Century
M. Rodell et al.
JOURNAL OF CLIMATE (2015)
A Dynamic Approach to Addressing Observation-Minus-Forecast Bias in a Land Surface Skin Temperature Data Assimilation System
Clara Draper et al.
JOURNAL OF HYDROMETEOROLOGY (2015)
A Particle Batch Smoother Approach to Snow Water Equivalent Estimation
Steven A. Margulis et al.
JOURNAL OF HYDROMETEOROLOGY (2015)
The Canadian Land Data Assimilation System (CaLDAS): Description and Synthetic Evaluation Study
Marco L. Carrera et al.
JOURNAL OF HYDROMETEOROLOGY (2015)
Assimilation of surface albedo and vegetation states from satellite observations and their impact on numerical weather prediction
Souhail Boussetta et al.
REMOTE SENSING OF ENVIRONMENT (2015)
SMOS soil moisture assimilation for improved hydrologic simulation in the Murray Darling Basin, Australia
H. Lievens et al.
REMOTE SENSING OF ENVIRONMENT (2015)
Inroads of remote sensing into hydrologic science during the WRR era
Dennis P. Lettenmaier et al.
WATER RESOURCES RESEARCH (2015)
Representation errors and retrievals in linear and nonlinear data assimilation
Peter Jan van Leeuwen
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2015)
Evaluating the utility of satellite soil moisture retrievals over irrigated areas and the ability of land data assimilation methods to correct for unmodeled processes
S. V. Kumar et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2015)
ERA-Interim/Land: a global land surface reanalysis data set
G. Balsamo et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2015)
Probabilistic SWE reanalysis as a generalization of deterministic SWE reconstruction techniques
Manuela Girotto et al.
HYDROLOGICAL PROCESSES (2014)
Continental satellite soil moisture data assimilation improves root-zone moisture analysis for water resources assessment
L. J. Renzullo et al.
JOURNAL OF HYDROLOGY (2014)
Assimilation of Remotely Sensed Soil Moisture and Snow Depth Retrievals for Drought Estimation
Sujay V. Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2014)
Global water resources affected by human interventions and climate change
Ingjerd Haddeland et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2014)
Benchmarking of L-band soil microwave emission models
Marie Parrens et al.
REMOTE SENSING OF ENVIRONMENT (2014)
Initialisation of Land Surface Variables for Numerical Weather Prediction
Patricia de Rosnay et al.
SURVEYS IN GEOPHYSICS (2014)
Connecting Satellite Observations with Water Cycle Variables Through Land Data Assimilation: Examples Using the NASA GEOS-5 LDAS
Rolf H. Reichle et al.
SURVEYS IN GEOPHYSICS (2014)
Closing the Gaps in Our Knowledge of the Hydrological Cycle over Land: Conceptual Problems
William A. Lahoz et al.
SURVEYS IN GEOPHYSICS (2014)
Assimilation of point SWE data into a distributed snow cover model comparing two contrasting methods
Jan Magnusson et al.
WATER RESOURCES RESEARCH (2014)
Global warming and changes in drought
Kevin E. Trenberth et al.
NATURE CLIMATE CHANGE (2014)
Assimilation of MODIS snow cover through the Data Assimilation Research Testbed and the Community Land Model version 4
Yong-Fei Zhang et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2014)
1D-Var multilayer assimilation of X-band SAR data into a detailed snowpack model
X. V. Phan et al.
CRYOSPHERE (2014)
Data assimilation: making sense of Earth Observation
William A. Lahoz et al.
FRONTIERS IN ENVIRONMENTAL SCIENCE (2014)
Status of the GRACE Follow-On Mission
Frank Flechtner et al.
GRAVITY, GEOID AND HEIGHT SYSTEMS (2014)
Assimilating satellite-based snow depth and snow cover products for improving snow predictions in Alaska
Yuqiong Liu et al.
ADVANCES IN WATER RESOURCES (2013)
THE ESA CLIMATE CHANGE INITIATIVE Satellite Data Records for Essential Climate Variables
R. Hollmann et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2013)
Global Calibration of the GEOS-5 L-Band Microwave Radiative Transfer Model over Nonfrozen Land Using SMOS Observations
Gabrielle J. M. De Lannoy et al.
JOURNAL OF HYDROMETEOROLOGY (2013)
The Optimality of Potential Rescaling Approaches in Land Data Assimilation
M. Tugrul Yilmaz et al.
JOURNAL OF HYDROMETEOROLOGY (2013)
Confronting model predictions of carbon fluxes with measurements of Amazon forests subjected to experimental drought
Thomas L. Powell et al.
NEW PHYTOLOGIST (2013)
Progress and challenges in forecast verification
E. Ebert et al.
METEOROLOGICAL APPLICATIONS (2013)
A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF
Patricia de Rosnay et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2013)
Joint Assimilation of Surface Temperature and L-Band Microwave Brightness Temperature in Land Data Assimilation
Xujun Han et al.
VADOSE ZONE JOURNAL (2013)
Impacts of snow cover fraction data assimilation on modeled energy and moisture budgets
Kristi R. Arsenault et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2013)
The BETHY/JSBACH Carbon Cycle Data Assimilation System: experiences and challenges
T. Kaminski et al.
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES (2013)
Assimilating in situ and radar altimetry data into a large-scale hydrologic-hydrodynamic model for streamflow forecast in the Amazon
R. C. D. Paiva et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)
Simultaneous estimation of model state variables and observation and forecast biases using a two-stage hybrid Kalman filter
V. R. N. Pauwels et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2013)
NOWCASTING The Promise of New Technologies of Communication, Modeling, and Observation
Clifford Mass
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2012)
Assimilation of passive and active microwave soil moisture retrievals
C. S. Draper et al.
GEOPHYSICAL RESEARCH LETTERS (2012)
Assimilation of GRACE terrestrial water storage into a land surface model: Evaluation and potential value for drought monitoring in western and central Europe
Bailing Li et al.
JOURNAL OF HYDROLOGY (2012)
Assimilation of Satellite-Observed Snow Albedo in a Land Surface Model
M. Jahanzeb Malik et al.
JOURNAL OF HYDROMETEOROLOGY (2012)
An Earth Observation Land Data Assimilation System (EO-LDAS)
P. Lewis et al.
REMOTE SENSING OF ENVIRONMENT (2012)
Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review
Carsten Montzka et al.
SENSORS (2012)
An ensemble Kalman filter dual assimilation of thermal infrared and microwave satellite observations of soil moisture into the Noah land surface model
Christopher R. Hain et al.
WATER RESOURCES RESEARCH (2012)
Assimilating remote sensing observations of leaf area index and soil moisture for wheat yield estimates: An observing system simulation experiment
G. S. Nearing et al.
WATER RESOURCES RESEARCH (2012)
Drought indicators based on model-assimilated Gravity Recovery and Climate Experiment (GRACE) terrestrial water storage observations
Rasmus Houborg et al.
WATER RESOURCES RESEARCH (2012)
Advancing data assimilation in operational hydrologic forecasting: progresses, challenges, and emerging opportunities
Y. Liu et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2012)
Estimating evapotranspiration with land data assimilation systems
Christa D. Peters-Lidard et al.
HYDROLOGICAL PROCESSES (2011)
Using Satellite-Derived Snow Cover Data to Implement a Snow Analysis in the Met Office Global NWP Model
Samantha Pullen et al.
JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY (2011)
Assessment and Enhancement of MERRA Land Surface Hydrology Estimates
Rolf H. Reichle et al.
JOURNAL OF CLIMATE (2011)
Root zone soil moisture from the assimilation of screen-level variables and remotely sensed soil moisture
C. S. Draper et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2011)
Improving Land Data Assimilation Performance with a Water Budget Constraint
M. Tugrul Yilmaz et al.
JOURNAL OF HYDROMETEOROLOGY (2011)
Urban growth, climate change, and freshwater availability
Robert I. McDonald et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2011)
Correction of upstream flow and hydraulic state with data assimilation in the context of flood forecasting
S. Ricci et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2011)
Improving the characterization of initial condition for ensemble streamflow prediction using data assimilation
C. M. DeChant et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2011)
Assimilation of Soil Wetness Index and Leaf Area Index into the ISBA-A-gs land surface model: grassland case study
A. L. Barbu et al.
BIOGEOSCIENCES (2011)
Status and trends of small satellite missions for Earth observation
Rainer Sandau
ACTA ASTRONAUTICA (2010)
Towards the estimation root-zone soil moisture via the simultaneous assimilation of thermal and microwave soil moisture retrievals
Fuqin Li et al.
ADVANCES IN WATER RESOURCES (2010)
Contribution of land surface initialization to subseasonal forecast skill: First results from a multi-model experiment
R. D. Koster et al.
GEOPHYSICAL RESEARCH LETTERS (2010)
Multisensor snow data assimilation at the continental scale: The value of Gravity Recovery and Climate Experiment terrestrial water storage information
Hua Su et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2010)
Assimilation of land surface temperature into the land surface model JULES with an ensemble Kalman filter
D. Ghent et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2010)
Assimilation of Satellite-Derived Skin Temperature Observations into Land Surface Models
Rolf H. Reichle et al.
JOURNAL OF HYDROMETEOROLOGY (2010)
The SMOS Mission: New Tool for Monitoring Key Elements of the Global Water Cycle
Yann H. Kerr et al.
PROCEEDINGS OF THE IEEE (2010)
Water levels in the Amazon basin derived from the ERS 2 and ENVISAT radar altimetry missions
Joecila Santos da Silva et al.
REMOTE SENSING OF ENVIRONMENT (2010)
An improved approach for estimating observation and model error parameters in soil moisture data assimilation
W. T. Crow et al.
WATER RESOURCES RESEARCH (2010)
Assessing Advances in the Assimilation of Radar Data and Other Mesoscale Observations within a Collaborative Forecasting-Research Environment
John S. Kain et al.
WEATHER AND FORECASTING (2010)
The current state of carbon-cycle data assimilation
Peter J. Rayner
CURRENT OPINION IN ENVIRONMENTAL SUSTAINABILITY (2010)
A past discharges assimilation system for ensemble streamflow forecasts over France - Part 1: Description and validation of the assimilation system
G. Thirel et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2010)
Error characterisation of global active and passive microwave soil moisture datasets
W. A. Dorigo et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2010)
On the Nature of Soil Moisture in Land Surface Models
Randal D. Koster et al.
JOURNAL OF CLIMATE (2009)
Automatic state updating for operational streamflow forecasting via variational data assimilation
Dong-Jun Seo et al.
JOURNAL OF HYDROLOGY (2009)
Forward-Looking Assimilation of MODIS-Derived Snow-Covered Area into a Land Surface Model
Benjamin F. Zaitchik et al.
JOURNAL OF HYDROMETEOROLOGY (2009)
The South American Land Data Assimilation System (SALDAS) 5-Yr Retrospective Atmospheric Forcing Datasets
Luis Gustavo G. de Goncalves et al.
JOURNAL OF HYDROMETEOROLOGY (2009)
Role of Subsurface Physics in the Assimilation of Surface Soil Moisture Observations
Sujay V. Kumar et al.
JOURNAL OF HYDROMETEOROLOGY (2009)
Particle Filtering in Geophysical Systems
Peter Jan van Leeuwen
MONTHLY WEATHER REVIEW (2009)
Satellite-based estimates of groundwater depletion in India
Matthew Rodell et al.
NATURE (2009)
Monitoring the observation impact on the short-range forecast
Carla Cardinali
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2009)
Ensemble-based assimilation of discharge into rainfall-runoff models: A comparison of approaches to mapping observational information to state space
Valentijn R. N. Pauwels et al.
WATER RESOURCES RESEARCH (2009)
Learning Deep Architectures for AI
Yoshua Bengio
FOUNDATIONS AND TRENDS IN MACHINE LEARNING (2009)
A land surface data assimilation framework using the land information system: Description and applications
Sujay V. Kumar et al.
ADVANCES IN WATER RESOURCES (2008)
Hydrological data assimilation with the ensemble Kalman filter: Use of streamflow observations to update states in a distributed hydrological model
Martyn P. Clark et al.
ADVANCES IN WATER RESOURCES (2008)
Data assimilation methods in the Earth sciences
Rolf H. Reichle
ADVANCES IN WATER RESOURCES (2008)
Joint assimilation of surface soil moisture and LAI observations into a land surface model
Joaquin Munoz Sabater et al.
AGRICULTURAL AND FOREST METEOROLOGY (2008)
Contribution of soil moisture retrievals to land data assimilation products
R. H. Reichle et al.
GEOPHYSICAL RESEARCH LETTERS (2008)
Calibration of the L-MEB model over a coniferous and a deciduous forest
Jennifer P. Grant et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2008)
Enhancing the estimation of continental-scale snow water equivalent by assimilating MODIS snow cover with the ensemble Kalman filter
Hua Su et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2008)
A Bayesian approach to snow water equivalent reconstruction
Michael Durand et al.
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2008)
Assimilation of GRACE terrestrial water storage data into a Land Surface Model: Results for the Mississippi River basin
Benjamin F. Zaitchik et al.
JOURNAL OF HYDROMETEOROLOGY (2008)
Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield
Laura Dente et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Assimilating canopy reflectance data into an ecosystem model with an Ensemble Kalman Filter
Tristan Quaife et al.
REMOTE SENSING OF ENVIRONMENT (2008)
Comparison of adaptive filtering techniques for land surface data assimilation
W. T. Crow et al.
WATER RESOURCES RESEARCH (2008)
Analysis of terrestrial water storage changes from GRACE and GLDAS
Tajdarul H. Syed et al.
WATER RESOURCES RESEARCH (2008)
Correcting for forecast bias in soil moisture assimilation with the ensemble Kalman filter
Gabrielle J. M. De Lannoy et al.
WATER RESOURCES RESEARCH (2007)
Estimates of the global water budget and its annual cycle using observational and model data
Kevin E. Trenberth et al.
JOURNAL OF HYDROMETEOROLOGY (2007)
Exploring the need for localization in ensemble data assimilation using a hierarchical ensemble filter
Jeffrey L. Anderson
PHYSICA D-NONLINEAR PHENOMENA (2007)
Flood inundation model updating using an ensemble Kalman filter and spatially distributed measurements
Jeffrey C. Neal et al.
JOURNAL OF HYDROLOGY (2007)
From near-surface to root-zone soil moisture using different assimilation techniques
Joaquin Munoz Sabater et al.
JOURNAL OF HYDROMETEOROLOGY (2007)
Initializing numerical weather prediction models with satellite-derived surface soil moisture: Data assimilation experiments with ECMWF's Integrated Forecast System and the TMI soil moisture data set
M. Drusch
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES (2007)
Skin temperature analysis and bias correction in a coupled land-atmosphere data assimilation system
Michael G. Bosilovich et al.
JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN (2007)
Observing-system impact assessment using a data assimilation ensemble technique: application to the ADM-Aeolus wind profiling mission
David G. H. Tan et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2007)
Land information system: An interoperable framework for high resolution land surface modeling
S. V. Kumar et al.
ENVIRONMENTAL MODELLING & SOFTWARE (2006)
Particle filtering and ensemble Kalman filtering for state updating with hydrological conceptual rainfall-runoff models
Albrecht H. Weerts et al.
WATER RESOURCES RESEARCH (2006)
Global hydrological cycles and world water resources
Taikan Oki et al.
SCIENCE (2006)
Assimilation of snow covered area information into hydrologic and land-surface models
Martyn P. Clark et al.
ADVANCES IN WATER RESOURCES (2006)
SMOSREX:: A long term field campaign experiment for soil moisture and land surface processes remote sensing
Patricia de Rosnay et al.
REMOTE SENSING OF ENVIRONMENT (2006)
Impact of incorrect model error assumptions on the sequential assimilation of remotely sensed surface soil moisture
Wade T. Crow et al.
JOURNAL OF HYDROMETEOROLOGY (2006)
Snow data assimilation via an ensemble Kalman filter
Andrew G. Slater et al.
JOURNAL OF HYDROMETEOROLOGY (2006)
Assimilating remotely sensed snow observations into a macroscale hydrology model
Konstantinos M. Andreadis et al.
ADVANCES IN WATER RESOURCES (2006)
Assimilating scatterometer soil moisture data into conceptual hydrologic models at the regional scale
J. Parajka et al.
HYDROLOGY AND EARTH SYSTEM SCIENCES (2006)
Potential impacts of a warming climate on water availability in snow-dominated regions
TP Barnett et al.
NATURE (2005)
Global pattern of trends in streamflow and water availability in a changing climate
PCD Milly et al.
NATURE (2005)
An observing system simulation experiment for Hydros radiometer-only soil moisture products
WT Crow et al.
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)
A simplified bi-dimensional variational analysis of soil moisture from screen-level observations in a mesoscale numerical weather-prediction model
G Balsamo et al.
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY (2004)
Variational estimation of soil and vegetation turbulent transfer and heat flux parameters from sequences of multisensor imagery
F Caparrini et al.
WATER RESOURCES RESEARCH (2004)
Updating a land surface model with MODIS-derived snow cover
M Rodell et al.
JOURNAL OF HYDROMETEOROLOGY (2004)
Realistic initialization of land surface states: Impacts on subseasonal forecast skill
RD Koster et al.
JOURNAL OF HYDROMETEOROLOGY (2004)
The changing character of precipitation
KE Trenberth et al.
BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY (2003)
The evolution of, and revolution in, land surface schemes designed for climate models
AJ Pitman
INTERNATIONAL JOURNAL OF CLIMATOLOGY (2003)
Land data assimilation and estimation of soil moisture using measurements from the Southern Great Plains 1997 Field Experiment
SA Margulis et al.
WATER RESOURCES RESEARCH (2002)
Assimilation of screen level observations by variational soil moisture analysis
R Hess
METEOROLOGY AND ATMOSPHERIC PHYSICS (2001)
A simple surface temperature assimilation scheme for use in land surface models
V Lakshmi
WATER RESOURCES RESEARCH (2000)
分享论文
