ESA CCI Soil Moisture for improved Earth system understanding : State-of-the art and future directions

[1]  Yingzhao Ma,et al.  Detecting hydrological consistency between soil moisture and precipitation and changes of soil moisture in summer over the Tibetan Plateau , 2018, Climate Dynamics.

[2]  V. Rakesh,et al.  Observational evidence for the relationship between spring soil moisture and June rainfall over the Indian region , 2018, Theoretical and Applied Climatology.

[3]  P. Räisänen,et al.  Seasonal soil moisture and drought occurrence in Europe in CMIP5 projections for the 21st century , 2018, Climate Dynamics.

[4]  Benjamin Müller,et al.  Benchmarking CMIP5 models with a subset of ESA CCI Phase 2 data using the ESMValTool , 2017 .

[5]  Jakob Zscheischler,et al.  A drought event composite analysis using satellite remote-sensing based soil moisture , 2017 .

[6]  E. N. Anagnostou,et al.  A Nonparametric Statistical Technique for Modeling Overland TMI (2A12) Rainfall Retrieval Error , 2017, IEEE Geoscience and Remote Sensing Letters.

[7]  Rita Pongrácz,et al.  Sensitivity analysis of different parameterization schemes using RegCM4.3 for the Carpathian region , 2017, Theoretical and Applied Climatology.

[8]  Alina Barbu,et al.  Sequential assimilation of satellite-derived vegetation and soil moisture products using SURFEX_v8.0: LDAS-Monde assessment over the Euro-Mediterranean area , 2017 .

[9]  Wolfgang Wagner,et al.  Triple Collocation-Based Merging of Satellite Soil Moisture Retrievals , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[10]  Minha Choi,et al.  Satellite-based crop coefficient and evapotranspiration using surface soil moisture and vegetation indices in Northeast Asia , 2017 .

[11]  Shaun Quegan,et al.  Reviews and syntheses: Systematic Earth observations for use in terrestrial carbon cycle data assimilation systems , 2017 .

[12]  Dipan Kundu,et al.  The value of remotely sensed surface soil moisture for model calibration using SWAT , 2017 .

[13]  Niko E. C. Verhoest,et al.  Vegetation anomalies caused by antecedent precipitation in most of the world , 2017 .

[14]  S. Kar,et al.  Soil moisture variations in remotely sensed and reanalysis datasets during weak monsoon conditions over central India and central Myanmar , 2017, Theoretical and Applied Climatology.

[15]  Buda Su,et al.  Long-term changes in soil moisture conditions and their relation to atmospheric circulation in the Poyang Lake basin, China , 2017 .

[16]  Abul Ehsan Bhuiyan,et al.  A nonparametric statistical technique for combining global precipitation datasets: development and hydrological evaluation over the Iberian Peninsula , 2017 .

[17]  Hongxiang Yan,et al.  A probabilistic drought forecasting framework: A combined dynamical and statistical approach , 2017 .

[18]  F. Murguia-Flores,et al.  Soil Methanotrophy Model (MeMo v1.0): a process-based model to quantify global uptake of atmospheric methane by soil , 2017, Geoscientific Model Development.

[19]  C. Cammalleri,et al.  Comparing soil moisture anomalies from multiple independent sources over different regions across the globe , 2017 .

[20]  Chung-Chi Lin,et al.  Three Generations of C-Band Wind Scatterometer Systems From ERS-1/2 to MetOp/ASCAT, and MetOp Second Generation , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[21]  Wenfeng Chi,et al.  Understanding long-term (1982-2013) patterns and trends in winter wheat spring green-up date over the North China Plain , 2017, Int. J. Appl. Earth Obs. Geoinformation.

[22]  Alina Barbu,et al.  The effect of satellite-derived surface soil moisture and leaf area index land data assimilation on streamflow simulations over France , 2017 .

[23]  Ziyue Chen,et al.  A new indicator of ecosystem water use efficiency based on surface soil moisture retrieved from remote sensing , 2017 .

[24]  B. Scanlon,et al.  A new drought index that considers the joint effects of climate and land surface change , 2017 .

[25]  Tao Zhou,et al.  The Observed Impacts of Wind Farms on Local Vegetation Growth in Northern China , 2017, Remote. Sens..

[26]  D. Mocko,et al.  Diagnosing an Artificial Trend in NLDAS-2 Afternoon Precipitation , 2017 .

[27]  Jana Kolassa,et al.  Merging active and passive microwave observations in soil moisture data assimilation. , 2017 .

[28]  Kelly K. Caylor,et al.  Validation of SMAP surface soil moisture products with core validation sites , 2017, Remote Sensing of Environment.

[29]  G. Salvucci,et al.  Stomatal response to humidity and CO2 implicated in recent decline in US evaporation , 2017, Global change biology.

[30]  Zhen Yu,et al.  Vegetation dynamics and rainfall sensitivity for different vegetation types of the Australian continent in the dry period 2002–2010 , 2017 .

[31]  Xiao-dong Liu,et al.  Spatial clusters and temporal trends of seasonal surface soil moisture across China in responses to regional climate and land cover changes , 2017 .

[32]  S. Kar,et al.  Intraseasonal Variability of Summer Monsoon Rainfall and Droughts over Central India , 2017, Pure and Applied Geophysics.

[33]  Sujay V. Kumar,et al.  A land data assimilation system for sub-Saharan Africa food and water security applications , 2017, Scientific Data.

[34]  B. Nikam,et al.  Using satellite-based soil moisture to detect and monitor spatiotemporal traces of agricultural drought over Bundelkhand region of India , 2017 .

[35]  Mirela G. Tulbure,et al.  Modeling multidecadal surface water inundation dynamics and key drivers on large river basin scale using multiple time series of Earth‐observation and river flow data , 2017 .

[36]  Vimal Mishra,et al.  Relative contribution of monsoon precipitation and pumping to changes in groundwater storage in India , 2017 .

[37]  Wade T. Crow,et al.  Application of Triple Collocation in Ground-Based Validation of Soil Moisture Active/Passive (SMAP) Level 2 Data Products , 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[38]  M. Rajeevan,et al.  A study on the role of land-atmosphere coupling on the south Asian monsoon climate variability using a regional climate model , 2017, Theoretical and Applied Climatology.

[39]  Zhuguo Ma,et al.  Production of a combined land surface data set and its use to assess land‐atmosphere coupling in China , 2017 .

[40]  W. Bastiaanssen,et al.  The predictability of reported drought events and impacts in the Ebro Basin using six different remote sensing data sets , 2017 .

[41]  R. Vautard,et al.  Land‐atmosphere coupling in EURO‐CORDEX evaluation experiments , 2017 .

[42]  Zhiyong Wu,et al.  Spatio-temporal analysis of drought in a typical plain region based on the soil moisture anomaly percentage index. , 2017, The Science of the total environment.

[43]  Irene E. Teubner,et al.  Identifying required model structures to predict global fire activityfrom satellite and climate data , 2016 .

[44]  W. Dorigo,et al.  A global water resources ensemble of hydrological models: the eartH2Observe Tier-1 dataset , 2016 .

[45]  Jeremy W. Lichstein,et al.  Evaluating the drought response of CMIP5 models using global gross primary productivity, leaf area, precipitation, and soil moisture data , 2016 .

[46]  Bhagu R. Chahar,et al.  A regional scale performance evaluation of SMOS and ESA-CCI soil moisture products over India with simulated soil moisture from MERRA-Land , 2016 .

[47]  A. Chakraborty,et al.  Role of surface hydrology in determining the seasonal cycle of Indian summer monsoon in a general circulation model , 2016 .

[48]  R. An,et al.  Evaluation of the European Space Agency Climate Change Initiative Soil Moisture Product over China Using Variance Reduction Factor , 2016 .

[49]  K. Zhao,et al.  The spatiotemporal patterns of surface soil moisture in Northeast China based on remote sensing products , 2016 .

[50]  A. Verhoef,et al.  Water infiltration and redistribution in Land Surface Models , 2016 .

[51]  Willem Waegeman,et al.  A non-linear Granger-causality framework to investigate climate–vegetation dynamics , 2016 .

[52]  Wouter Dorigo,et al.  Homogeneity of a global multisatellite soil moisture climate data record , 2016 .

[53]  S. Quiring,et al.  Evaluation of soil moisture in CMIP5 simulations over the contiguous United States using in situ and satellite observations , 2016 .

[54]  T. Prabhakaran,et al.  Evaluation of soil moisture data products over Indian region and analysis of spatio-temporal characteristics with respect to monsoon rainfall. , 2016 .

[55]  Qiuyan Yu,et al.  Feasibility Study of Land Cover Classification Based on Normalized Difference Vegetation Index for Landslide Risk Assessment , 2016 .

[56]  Ying Wang,et al.  Downscaling soil moisture using multisource data in China , 2016, Remote Sensing.

[57]  W. Wagner,et al.  Combining satellite observations to develop a global soil moisture product for near-real-time applications , 2016 .

[58]  Wade T. Crow,et al.  A Quasi-Global Approach to Improve Day-Time Satellite Surface Soil Moisture Anomalies through the Land Surface Temperature Input , 2016 .

[59]  Luca Brocca,et al.  Using Python® language for the validation of the CCI soil moisture products via SM2RAIN , 2016, PeerJ Prepr..

[60]  Shahid Habib,et al.  Biomass burning, land-cover change, and the hydrological cycle in Northern sub-Saharan Africa , 2016 .

[61]  Thorsten Wagener,et al.  Drought in a human-modified world : reframing drought definitions, understanding, and analysis approaches , 2016 .

[62]  Huihui Feng,et al.  Individual contributions of climate and vegetation change to soil moisture trends across multiple spatial scales , 2016, Scientific Reports.

[63]  Wade T. Crow,et al.  Error decomposition of nine passive and active microwave satellite soil moisture data sets over Australia , 2016 .

[64]  Daniel W. Goldberg,et al.  The North American Soil Moisture Database: Development and Applications , 2016 .

[65]  Jessica Blunden,et al.  STATE OF THE CLIMATE IN 2015 , 2019 .

[66]  S. Seneviratne,et al.  Long‐term predictability of soil moisture dynamics at the global scale: Persistence versus large‐scale drivers , 2016 .

[67]  Chris Derksen,et al.  LS3MIP (v1.0) Contribution to CMIP6: The Land Surface, Snow and Soil Moisture Model Intercomparison Project Aims, Setup and Expected Outcome. , 2016 .

[68]  Heather McNairn,et al.  SMAP soil moisture drying more rapid than observed in situ following rainfall events , 2016 .

[69]  N. Verhoest,et al.  GLEAM v3: satellite-based land evaporation and root-zone soil moisture , 2016 .

[70]  K. Sudheer,et al.  Indian Summer Monsoon Rainfall: Implications of Contrasting Trends in the Spatial Variability of Means and Extremes , 2016, PloS one.

[71]  Olena Dubovyk,et al.  Towards an Improved Environmental Understanding of Land Surface Dynamics in Ukraine Based on Multi-Source Remote Sensing Time-Series Datasets from 1982 to 2013 , 2016, Remote. Sens..

[72]  Li Fang,et al.  A preliminary assessment of the impact of SMAP Soil Moisture on numerical weather Forecasts from GFS and NUWRF models , 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[73]  Hao Liu,et al.  The water cycle observation mission (WCOM): Overview , 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

[74]  A. Al Bitar,et al.  Testing regression equations to derive long-term global soil moisture datasets from passive microwave observations , 2016 .

[75]  Klaus Scipal,et al.  Simultaneous assimilation of SMOS soil moisture and atmospheric CO2 in-situ observations to constrain the global terrestrial carbon cycle , 2016 .

[76]  A. Al Bitar,et al.  Overview of SMOS performance in terms of global soil moisture monitoring after six years in operation , 2016 .

[77]  R. Rigon,et al.  Water budget modelling of the Upper Blue Nile basin using the JGrass-NewAge model system and satellite data , 2016 .

[78]  Vimal Mishra,et al.  Utility of Global Ensemble Forecast System (GEFS) Reforecast for Medium-Range Drought Prediction in India , 2016 .

[79]  Juan Zhou,et al.  Analysis of the Qinghai-Xizang Plateau Monsoon Evolution and Its Linkages with Soil Moisture , 2016, Remote. Sens..

[80]  Li Fang,et al.  An inter-comparison of soil moisture data products from satellite remote sensing and a land surface model , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[81]  Hugo Carrão,et al.  An empirical standardized soil moisture index for agricultural drought assessment from remotely sensed data , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[82]  William D. Collins,et al.  Evaluation of hydrologic components of community land model 4 and bias identification , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[83]  Luca Brocca,et al.  Multiyear monitoring of soil moisture over Iran through satellite and reanalysis soil moisture products , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[84]  Wouter Dorigo,et al.  Satellite soil moisture for advancing our understanding of earth system processes and climate change , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[85]  Jasmeet Judge,et al.  Dominant backscattering mechanisms at L-band during dynamic soil moisture conditions for sandy soils , 2016 .

[86]  Arnaud Carrara,et al.  Varying applicability of four different satellite-derived soil moisture products to global gridded crop model evaluation , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[87]  Yanjun Wang,et al.  Spatiotemporal variations of soil moisture in the Tarim River basin, China , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[88]  Jianxiu Qiu,et al.  Comparison of temporal trends from multiple soil moisture data sets and precipitation: The implication of irrigation on regional soil moisture trend , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[89]  Wei Gao,et al.  Validation of the ESA CCI soil moisture product in China , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[90]  Amy McNally,et al.  Evaluating ESA CCI soil moisture in East Africa , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[91]  Shi Hu,et al.  Validation and trend analysis of ECV soil moisture data on cropland in North China Plain during 1981-2010 , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[92]  Xing Chen,et al.  Advantages of Using Microwave Satellite Soil Moisture over Gridded Precipitation Products and Land Surface Model Output in Assessing Regional Vegetation Water Availability and Growth Dynamics for a Lateral Inflow Receiving Landscape , 2016, Remote. Sens..

[93]  C. Schmullius,et al.  Large‐scale variation in boreal and temperate forest carbon turnover rate related to climate , 2016 .

[94]  R. Schmitt,et al.  North Atlantic salinity as a predictor of Sahel rainfall , 2016, Science Advances.

[95]  Jouni Pulliainen,et al.  The Sodankylä in situ soil moisture observation network: an example application of ESA CCI soil moisture product evaluation , 2016 .

[96]  Clement Atzberger,et al.  A Combined Satellite-Derived Drought Indicator to Support Humanitarian Aid Organizations , 2016, Remote Sensing.

[97]  Georgiy L. Stenchikov,et al.  Aerosol optical depth trend over the Middle East , 2016 .

[98]  A. Ganopolski,et al.  PALADYN v1.0, a comprehensive land surface–vegetation–carbon cycle model of intermediate complexity , 2016 .

[99]  Steven R. Evett,et al.  The Soil Moisture Active Passive Marena, Oklahoma, In Situ Sensor Testbed (SMAP‐MOISST): Testbed Design and Evaluation of In Situ Sensors , 2016 .

[100]  Yi Y. Liu,et al.  The dry season intensity as a key driver of NPP trends , 2016 .

[101]  Nemesio J. Rodríguez-Fernández,et al.  Global SMOS Soil Moisture Retrievals from The Land Parameter Retrieval Model , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[102]  Wouter Dorigo,et al.  On the importance of satellite observed soil moisture , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[103]  M. Piles,et al.  Comparing surface-soil moisture from the SMOS mission and the ORCHIDEE land-surface model over the Iberian Peninsula , 2016 .

[104]  Wade T. Crow,et al.  Recent advances in (soil moisture) triple collocation analysis , 2016, Int. J. Appl. Earth Obs. Geoinformation.

[105]  D. Jacob,et al.  Bias reduction in decadal predictions of West African monsoon rainfall using regional climate models , 2016 .

[106]  Fei Wang,et al.  Impacts of Re-Vegetation on Surface Soil Moisture over the Chinese Loess Plateau Based on Remote Sensing Datasets , 2016, Remote. Sens..

[107]  Wade T. Crow,et al.  Estimating error cross‐correlations in soil moisture data sets using extended collocation analysis , 2016 .

[108]  Gabrielle De Lannoy,et al.  Global Assimilation of Multiangle and Multipolarization SMOS Brightness Temperature Observations into the GEOS-5 Catchment Land Surface Model for Soil Moisture Estimation , 2016 .

[109]  F. Aires,et al.  Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 1: Satellite data analysis , 2016 .

[110]  M. M. Allam,et al.  Estimation of evaporation over the upper Blue Nile basin by combining observations from satellites and river flow gauges , 2016 .

[111]  Lalit Kumar,et al.  Remote Sensing Derived Fire Frequency, Soil Moisture and Ecosystem Productivity Explain Regional Movements in Emu over Australia , 2016, PloS one.

[112]  M. Noordwijk,et al.  Flood risk reduction and flow buffering as ecosystem services: A flow persistence indicator for watershed health , 2016 .

[113]  Catherine Ottlé,et al.  Rainfall Intra-Seasonal Variability and Vegetation Growth in the Ferlo Basin (Senegal) , 2016, Remote. Sens..

[114]  P. Beck,et al.  Seasonal divergence in the interannual responses of Northern Hemisphere vegetation activity to variations in diurnal climate , 2016, Scientific Reports.

[115]  E. Wood,et al.  Seasonal Forecasting of Global Hydrologic Extremes: System Development and Evaluation over GEWEX Basins , 2015 .

[116]  I. Sokolik,et al.  Dust interannual variability and trend in Central Asia from 2000 to 2014 and their climatic linkages , 2015 .

[117]  Benjamin Fersch,et al.  Role of Runoff–Infiltration Partitioning and Resolved Overland Flow on Land–Atmosphere Feedbacks: A Case Study with the WRF-Hydro Coupled Modeling System for West Africa , 2015 .

[118]  Wade T. Crow,et al.  The potential of 2D Kalman filtering for soil moisture data assimilation , 2015 .

[119]  Hisashi Sato,et al.  Endurance of larch forest ecosystems in eastern Siberia under warming trends , 2015, Ecology and evolution.

[120]  Huihui Feng,et al.  Global land moisture trends: drier in dry and wetter in wet over land , 2015, Scientific Reports.

[121]  Jie Wang,et al.  Evaluation of Satellite and Reanalysis Soil Moisture Products over Southwest China Using Ground-Based Measurements , 2015, Remote. Sens..

[122]  Brian W. Barrett,et al.  Quality Assessment of the CCI ECV Soil Moisture Product Using ENVISAT ASAR Wide Swath Data over Spain, Ireland and Finland , 2015, Remote. Sens..

[123]  Sujay V. Kumar,et al.  Evaluating the utility of satellite soil moisture retrievals over irrigated areas and the ability of land data assimilation methods to correct for unmodeled processes , 2015 .

[124]  Luis Guanter,et al.  Anomalous carbon uptake in Australia as seen by GOSAT , 2015 .

[125]  R. Myneni,et al.  Observationally based analysis of land–atmosphere coupling , 2015 .

[126]  David M. Bjerklie,et al.  Integrating Remote Sensing Data on Evapotranspiration and Leaf Area Index with Hydrological Modeling: Impacts on Model Performance and Future Predictions , 2015 .

[127]  Ahmad Al Bitar,et al.  SMOS soil moisture assimilation for improved hydrologic simulation in the Murray Darling Basin, Australia , 2015 .

[128]  Matthew F. McCabe,et al.  The WACMOS-ET project – Part 2: Evaluation of global terrestrial evaporation data sets , 2015 .

[129]  Nuno Carvalhais,et al.  Codominant water control on global interannual variability and trends in land surface phenology and greenness , 2015, Global change biology.

[130]  T. Iizumi,et al.  Modeling irrigation‐based climate change adaptation in agriculture: Model development and evaluation in Northeast China , 2015 .

[131]  K. Findell,et al.  Data Length Requirements for Observational Estimates of Land–Atmosphere Coupling Strength , 2015 .

[132]  V. Mishra,et al.  Prediction of vegetation anomalies to improve food security and water management in India , 2015 .

[133]  A. Teuling,et al.  Agriculture intensifies soil moisture decline in Northern China , 2015, Scientific Reports.

[134]  S. Seneviratne,et al.  Assessment of future changes in water availability and aridity , 2015, Geophysical research letters.

[135]  Xing Yuan,et al.  Microwave remote sensing of short‐term droughts during crop growing seasons , 2015 .

[136]  J. Zeng,et al.  Evaluation of remotely sensed and reanalysis soil moisture products over the Tibetan Plateau using in-situ observations , 2015 .

[137]  Chun-Hsu Su,et al.  Evaluation of post-retrieval de-noising of active and passive microwave satellite soil moisture , 2015 .

[138]  Robert M. Parinussa,et al.  A Methodology to Determine Radio-Frequency Interference in AMSR2 Observations , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[139]  Philippe Richaume,et al.  Soil Moisture Retrieval Using Neural Networks: Application to SMOS , 2015, IEEE Transactions on Geoscience and Remote Sensing.

[140]  W. Wagner,et al.  Evaluation of the ESA CCI soil moisture product using ground-based observations , 2015 .

[141]  Wouter Dorigo,et al.  A Preliminary Study toward Consistent Soil Moisture from AMSR2 , 2015 .

[142]  Wade T. Crow,et al.  Optimal averaging of soil moisture predictions from ensemble land surface model simulations , 2015 .

[143]  Sarit K. Das,et al.  Potential of Probabilistic Hydrometeorological Approach for Precipitation-Based Soil Moisture Estimation , 2015 .

[144]  Sonia I. Seneviratne,et al.  Spatial representativeness of soil moisture using in situ, remote sensing, and land reanalysis data , 2015 .

[145]  Wolfgang Wagner,et al.  Frozen Soil Detection Based on Advanced Scatterometer Observations and Air Temperature Data as Part of Soil Moisture Retrieval , 2015, Remote. Sens..

[146]  Diego G. Miralles,et al.  Reconciling spatial and temporal soil moisture effects on afternoon rainfall , 2015, Nature Communications.

[147]  Dara Entekhabi,et al.  Wavelet correlations to reveal multiscale coupling in geophysical systems , 2015, 1502.05255.

[148]  A. Celeste Saulo,et al.  A Comparison of GLDAS Soil Moisture Anomalies against Standardized Precipitation Index and Multisatellite Estimations over South America , 2015 .

[149]  F. Pappenberger,et al.  ERA-Interim/Land: a global land surface reanalysis data set , 2015 .

[150]  B. Thrasher,et al.  Soil moisture droughts under the retrospective and projected climate in India. , 2014 .

[151]  Wouter Dorigo,et al.  Flood risk under future climate in data sparse regions: Linking extreme value models and flood generating processes , 2014 .

[152]  Wouter Dorigo,et al.  Using remotely sensed soil moisture for land-atmosphere coupling diagnostics: the role of surface vs. root-zone soil moisture variability. , 2014 .

[153]  Yi Y. Liu,et al.  Global surface soil moisture from the Microwave Radiation Imager onboard the Fengyun-3B satellite , 2014 .

[154]  Maurizio Santoro,et al.  Global covariation of carbon turnover times with climate in terrestrial ecosystems , 2014, Nature.

[155]  Wade T. Crow,et al.  Improving operational flood ensemble prediction by the assimilation of satellite soil moisture: comparison between lumped and semi-distributed schemes , 2014 .

[156]  Brian W. Barrett,et al.  Evaluation of a Global Soil Moisture Product from Finer Spatial Resolution SAR Data and Ground Measurements at Irish Sites , 2014, Remote. Sens..

[157]  Pierre Gentine,et al.  Land-surface controls on afternoon precipitation diagnosed from observational data : uncertainties and confounding factors , 2014 .

[158]  Ranga B. Myneni,et al.  Evaluation of the ORCHIDEE ecosystem model over Africa against 25 years of satellite‐based water and carbon measurements , 2014 .

[159]  Yi Y. Liu,et al.  Contribution of semi-arid ecosystems to interannual variability of the global carbon cycle , 2014, Nature.

[160]  W. Wagner,et al.  Soil as a natural rain gauge: Estimating global rainfall from satellite soil moisture data , 2014 .

[161]  Diego G. Miralles,et al.  Mega-heatwave temperatures due to combined soil desiccation and atmospheric heat accumulation , 2014 .

[162]  W. Lahoz,et al.  Data assimilation: making sense of Earth Observation , 2014, Front. Environ. Sci..

[163]  Wouter Dorigo,et al.  Patterns and drivers of Araucaria araucana forest growth along a biophysical gradient in the northern Patagonian Andes: Linking tree rings with satellite observations of soil moisture , 2014 .

[164]  Simonetta Paloscia,et al.  Remote monitoring of soil moisture using passive microwave-based techniques — Theoretical basis and overview of selected algorithms for AMSR-E , 2014 .

[165]  Ahmad Al Bitar,et al.  Comparison Between SMOS, VUA, ASCAT, and ECMWF Soil Moisture Products Over Four Watersheds in U.S. , 2014, IEEE Transactions on Geoscience and Remote Sensing.

[166]  Philippe Ciais,et al.  A worldwide analysis of spatiotemporal changes in water balance‐based evapotranspiration from 1982 to 2009 , 2014 .

[167]  Ranga B. Myneni,et al.  Temperature and Snow-Mediated Moisture Controls of Summer Photosynthetic Activity in Northern Terrestrial Ecosystems between 1982 and 2011 , 2014, Remote. Sens..

[168]  N. Verhoest,et al.  El Niño-La Niña cycle and recent trends in continental evaporation , 2014 .

[169]  Alexander Loew,et al.  Terrestrial satellite records for climate studies: how long is long enough? A test case for the Sahel , 2014, Theoretical and Applied Climatology.

[170]  F. Woodward,et al.  Carbon residence time dominates uncertainty in terrestrial vegetation responses to future climate and atmospheric CO2 , 2013, Proceedings of the National Academy of Sciences.

[171]  C. Taylor,et al.  Modeling soil moisture‐precipitation feedback in the Sahel: Importance of spatial scale versus convective parameterization , 2013 .

[172]  Wouter Dorigo,et al.  How Oceanic Oscillation Drives Soil Moisture Variations over Mainland Australia: An Analysis of 32 Years of Satellite Observations* , 2013 .

[173]  R. Giering,et al.  The BETHY/JSBACH Carbon Cycle Data Assimilation System: experiences and challenges , 2013 .

[174]  Frédéric Baret,et al.  Suitability of modelled and remotely sensed essential climate variables for monitoring Euro-Mediterranean droughts , 2013 .

[175]  Derek Karssenberg,et al.  The suitability of remotely sensed soil moisture for improving operational flood forecasting , 2013 .

[176]  W. Wagner,et al.  Monitoring multi-decadal satellite earth observation of soil moisture products through land surface reanalyses , 2013 .

[177]  Y. Kerr,et al.  State of the Art in Large-Scale Soil Moisture Monitoring , 2013 .

[178]  Wolfgang Wagner,et al.  Estimating root mean square errors in remotely sensed soil moisture over continental scale domains , 2013 .

[179]  T. A. Black,et al.  A simple soil moisture index for representing multi-year drought impacts on aspen productivity in the western Canadian interior , 2013 .

[180]  Wouter Dorigo,et al.  Potential and limitations of multidecadal satellite soil moisture observations for selected climate model evaluation studies , 2013 .

[181]  S. Abelen,et al.  Relating satellite gravimetry data to global soil moisture products via data harmonization and correlation analysis , 2013 .

[182]  S. Seneviratne,et al.  Climate extremes and the carbon cycle , 2013, Nature.

[183]  W. Wagner,et al.  Skill and Global Trend Analysis of Soil Moisture from Reanalyses and Microwave Remote Sensing , 2013 .

[184]  Matthias Drusch,et al.  Global Automated Quality Control of In Situ Soil Moisture Data from the International Soil Moisture Network , 2013 .

[185]  Yan Huang,et al.  A comprehensive drought monitoring method integrating MODIS and TRMM data , 2013, Int. J. Appl. Earth Obs. Geoinformation.

[186]  Alina Barbu,et al.  Integrating ASCAT surface soil moisture and GEOV1 leaf area index into the SURFEX modelling platform: a land data assimilation application over France , 2013 .

[187]  L. Isaksen,et al.  A simplified Extended Kalman Filter for the global operational soil moisture analysis at ECMWF , 2013 .

[188]  Keith R. Briffa,et al.  A scPDSI‐based global data set of dry and wet spells for 1901–2009 , 2013 .

[189]  Wouter Dorigo,et al.  Characterizing Coarse‐Scale Representativeness of in situ Soil Moisture Measurements from the International Soil Moisture Network , 2013 .

[190]  K. Morrison.  Mapping Subsurface Archaeology with SAR , 2013 .

[191]  Lukas Gudmundsson,et al.  Candidate Distributions for Climatological Drought Indices (SPI and SPEI) , 2013 .

[192]  W. Wagner,et al.  A new method for rainfall estimation through soil moisture observations , 2013 .

[193]  M. Rummukainen,et al.  GCM characteristics explain the majority of uncertainty in projected 21st century terrestrial ecosystem carbon balance , 2013 .

[194]  O. Sonnentag,et al.  Climate change, phenology, and phenological control of vegetation feedbacks to the climate system , 2013 .

[195]  J. Eitzinger,et al.  The ASCAT Soil Moisture Product: A Review of its Specifications, Validation Results, and Emerging Applications , 2013 .

[196]  P. Houser,et al.  Assimilation and downscaling of satellite observed soil moisture over the Little River Experimental Watershed in Georgia, USA , 2013 .

[197]  Ranga B. Myneni,et al.  Recent trends in Inner Asian forest dynamics to temperature and precipitation indicate high sensitivity to climate change , 2012 .

[198]  S. M. Jong,et al.  Observation uncertainty of satellite soil moisture products determined with physically-based modeling , 2012 .

[199]  Wade T. Crow,et al.  An objective methodology for merging satellite‐ and model‐based soil moisture products , 2012 .

[200]  Christiane Schmullius,et al.  Extreme fire events are related to previous-year surface moisture conditions in permafrost-underlain larch forests of Siberia , 2012 .

[201]  C. Taylor,et al.  Afternoon rain more likely over drier soils , 2012, Nature.

[202]  C. Taylor,et al.  Observations of increased tropical rainfall preceded by air passage over forests , 2012, Nature.

[203]  Yi Y. Liu,et al.  Evaluating global trends (1988–2010) in harmonized multi‐satellite surface soil moisture , 2012 .

[204]  Yi Y. Liu,et al.  Trend-preserving blending of passive and active microwave soil moisture retrievals , 2012 .

[205]  W. Wagner,et al.  Fusion of active and passive microwave observations to create an Essential Climate Variable data record on soil moisture , 2012 .

[206]  S. Seneviratne,et al.  Hot days induced by precipitation deficits at the global scale , 2012, Proceedings of the National Academy of Sciences.

[207]  Robert M. Parinussa,et al.  Soil Moisture Retrievals From the WindSat Spaceborne Polarimetric Microwave Radiometer , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[208]  Luca Brocca,et al.  Assimilation of Surface- and Root-Zone ASCAT Soil Moisture Products Into Rainfall–Runoff Modeling , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[209]  Susan C. Steele-Dunne,et al.  Using Diurnal Variation in Backscatter to Detect Vegetation Water Stress , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[210]  S. Seneviratne,et al.  A new perspective on the spatio-temporal variability of soil moisture: temporal dynamics versus time-invariant contributions , 2012 .

[211]  Y. Kerr,et al.  Evaluation of remotely sensed and modelled soil moisture products using global ground-based in situ observations , 2012 .

[212]  Arnaud Mialon,et al.  The SMOS Soil Moisture Retrieval Algorithm , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[213]  Klaus Scipal,et al.  Structural and statistical properties of the collocation technique for error characterization , 2012 .

[214]  Philippe Richaume,et al.  SMOS Radio Frequency Interference Scenario: Status and Actions Taken to Improve the RFI Environment in the 1400–1427-MHz Passive Band , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[215]  Sang-Eun Park,et al.  ASCAT Surface State Flag (SSF): Extracting Information on Surface Freeze/Thaw Conditions From Backscatter Data Using an Empirical Threshold-Analysis Algorithm , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[216]  R. Koster,et al.  Assessment and Enhancement of MERRA Land Surface Hydrology Estimates , 2011 .

[217]  N. McDowell,et al.  The interdependence of mechanisms underlying climate-driven vegetation mortality. , 2011, Trends in ecology & evolution.

[218]  Lifeng Luo,et al.  The Second Phase of the Global Land–Atmosphere Coupling Experiment: Soil Moisture Contributions to Subseasonal Forecast Skill , 2011 .

[219]  I. Dharssi,et al.  Operational assimilation of ASCAT surface soil wetness at the Met Office , 2011 .

[220]  S. Seneviratne,et al.  Drought and ecosystem carbon cycling , 2011 .

[221]  Dennis P. Lettenmaier,et al.  Soil Moisture Drought in China, 1950–2006 , 2011 .

[222]  Pierre Gentine,et al.  Probability of afternoon precipitation in eastern United States and Mexico enhanced by high evaporation , 2011 .

[223]  A. Robock,et al.  The International Soil Moisture Network: a data hosting facility for global in situ soil moisture measurements , 2011 .

[224]  A. Robock,et al.  A New International Network for in Situ Soil Moisture Data , 2011 .

[225]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[226]  Robert M. Parinussa,et al.  Error Estimates for Near-Real-Time Satellite Soil Moisture as Derived From the Land Parameter Retrieval Model , 2011, IEEE Geoscience and Remote Sensing Letters.

[227]  Yi Y. Liu,et al.  Developing an improved soil moisture dataset by blending passive and active microwave satellite-based retrievals , 2011 .

[228]  A. J. Dolman,et al.  Initializing a regional climate model with satellite-derived soil moisture , 2011 .

[229]  Yi Y. Liu,et al.  Error characterisation of global active and passive microwave soil moisture datasets. , 2010 .

[230]  W. Crow,et al.  Estimating Spatial Sampling Errors in Coarse-Scale Soil Moisture Estimates Derived from Point-Scale Observations , 2010 .

[231]  T. Holmes,et al.  Global land-surface evaporation estimated from satellite-based observations , 2010 .

[232]  W. Wagner,et al.  Improving runoff prediction through the assimilation of the ASCAT soil moisture product , 2010 .

[233]  Wouter Dorigo,et al.  Earth observation Water Cycle Multi-Mission Observation Strategy (WACMOS) , 2010 .

[234]  Dennis P. Lettenmaier,et al.  Skill in streamflow forecasts derived from large-scale estimates of soil moisture and snow , 2010 .

[235]  D. E. Harrison,et al.  Implementation Plan for the Global Observing System for Climate in Support of the UNFCCC (2010 Update) , 2010 .

[236]  Jiancheng Shi,et al.  The Soil Moisture Active Passive (SMAP) Mission , 2010, Proceedings of the IEEE.

[237]  S. Seneviratne,et al.  Investigating soil moisture-climate interactions in a changing climate: A review , 2010 .

[238]  Yann Kerr,et al.  The SMOS Mission: New Tool for Monitoring Key Elements ofthe Global Water Cycle , 2010, Proceedings of the IEEE.

[239]  Eric F. Wood,et al.  Satellite Microwave Remote Sensing of Daily Land Surface Air Temperature Minima and Maxima From AMSR-E , 2010, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[240]  N. McDowell,et al.  A global overview of drought and heat-induced tree mortality reveals emerging climate change risks for forests , 2010 .

[241]  Thomas J. Jackson,et al.  WindSat Global Soil Moisture Retrieval and Validation , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[242]  Wade T. Crow,et al.  Performance Metrics for Soil Moisture Retrievals and Application Requirements , 2009 .

[243]  Heiko Balzter,et al.  The influence of regional surface soil moisture anomalies on forest fires in Siberia observed from satellites , 2009 .

[244]  David T. Bolvin,et al.  Improving the global precipitation record: GPCP Version 2.1 , 2009 .

[245]  J. Famiglietti,et al.  Satellite-based estimates of groundwater depletion in India , 2009, Nature.

[246]  B. Hurk,et al.  A Revised Hydrology for the ECMWF Model: Verification from Field Site to Terrestrial Water Storage and Impact in the Integrated Forecast System , 2009 .

[247]  Klaus Scipal,et al.  An Improved Soil Moisture Retrieval Algorithm for ERS and METOP Scatterometer Observations , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[248]  Tim N. Palmer,et al.  On the predictability of the extreme summer 2003 over Europe , 2009 .

[249]  C. Albergel,et al.  From near-surface to root-zone soil moisture using an exponential filter: an assessment of the method based on in-situ observations and model simulations , 2008 .

[250]  Klaus Scipal,et al.  A possible solution for the problem of estimating the error structure of global soil moisture data sets , 2008 .

[251]  Klaus Scipal,et al.  Assimilation of a ERS scatterometer derived soil moisture index in the ECMWF numerical weather prediction system , 2008 .

[252]  Markus Reichstein,et al.  Soil respiration across scales: The importance of a model–data integration framework for data interpretation† , 2008 .

[253]  M. Rodwell,et al.  Toward Seamless Prediction: Calibration of Climate Change Projections Using Seasonal Forecasts , 2008 .

[254]  R. Jeu,et al.  Multisensor historical climatology of satellite‐derived global land surface moisture , 2008 .

[255]  Y. Kerr,et al.  L-band Microwave Emission of the Biosphere (L-MEB) Model: Description and calibration against experimental data sets over crop fields , 2007 .

[256]  E. Fischer,et al.  Contribution of land‐atmosphere coupling to recent European summer heat waves , 2007 .

[257]  W. Wagner,et al.  Soil moisture from operational meteorological satellites , 2007 .

[258]  Wade T. Crow,et al.  A Novel Method for Quantifying Value in Spaceborne Soil Moisture Retrievals , 2007 .

[259]  M. Drusch,et al.  Assimilation of Screen-Level Variables in ECMWF’s Integrated Forecast System: A Study on the Impact on the Forecast Quality and Analyzed Soil Moisture , 2007 .

[260]  Jean-Louis Roujean,et al.  Ability of the land surface model ISBA‐A‐gs to simulate leaf area index at the global scale: Comparison with satellites products , 2006 .

[261]  S. Seneviratne,et al.  Land–atmosphere coupling and climate change in Europe , 2006, Nature.

[262]  T. Jackson,et al.  Using TRMM/TMI to Retrieve Surface Soil Moisture over the Southern United States from 1998 to 2002 , 2006 .

[263]  Edwin W. Pak,et al.  An extended AVHRR 8‐km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data , 2005 .

[264]  P. Ciais,et al.  Europe-wide reduction in primary productivity caused by the heat and drought in 2003 , 2005, Nature.

[265]  Aaron A. Berg,et al.  Realistic Initialization of Land Surface States: Impacts on Subseasonal Forecast Skill , 2004 .

[266]  Randal D. Koster,et al.  Soil Moisture Memory in AGCM Simulations: Analysis of Global Land–Atmosphere Coupling Experiment (GLACE) Data , 2004 .

[267]  Jeffrey P. Walker,et al.  THE GLOBAL LAND DATA ASSIMILATION SYSTEM , 2004 .

[268]  Naoto Matsuura,et al.  DEVELOPMENT OF AN ADVANCED MICROWAVE SCANNING RADIOMETER (AMSR-E) ALGORITHM FOR SOIL MOISTURE AND VEGETATION WATER CONTENT , 2004 .

[269]  J. D. Tarpley,et al.  Implementation of Noah land surface model advances in the National Centers for Environmental Prediction operational mesoscale Eta model , 2003 .

[270]  L. Ji,et al.  Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices , 2003 .

[271]  C. Tucker,et al.  Climate-Driven Increases in Global Terrestrial Net Primary Production from 1982 to 1999 , 2003, Science.

[272]  Thomas J. Jackson,et al.  Soil moisture retrieval from AMSR-E , 2003, IEEE Trans. Geosci. Remote. Sens..

[273]  Klaus Scipal,et al.  The global soil moisture archive 1992-2000 from ERS scatterometer data: first results , 2002, IEEE International Geoscience and Remote Sensing Symposium.

[274]  V. Ramanathan,et al.  Aerosols, Climate, and the Hydrological Cycle , 2001, Science.

[275]  Jean-François Mahfouf,et al.  Evaluation of the Optimum Interpolation and Nudging Techniques for Soil Moisture Analysis Using FIFE Data , 2000 .

[276]  W. Wagner,et al.  A Method for Estimating Soil Moisture from ERS Scatterometer and Soil Data , 1999 .

[277]  Maurice Borgeaud,et al.  A study of vegetation cover effects on ERS scatterometer data , 1999, IEEE Trans. Geosci. Remote. Sens..

[278]  A. Stoffelen.  Toward the true near-surface wind speed: Error modeling and calibration using triple collocation , 1998 .

[279]  Miller,et al.  The Anomalous Rainfall over the United States during July 1993: Sensitivity to Land Surface Parameterization and Soil Moisture Anomalies , 1996 .

[280]  T. Jackson,et al.  III. Measuring surface soil moisture using passive microwave remote sensing , 1993 .

[281]  Richard K. Moore,et al.  Radar remote sensing and surface scattering and emission theory , 1986 .

[282]  T. Schmugge.  Remote Sensing of Soil Moisture: Recent Advances , 1983, IEEE Transactions on Geoscience and Remote Sensing.

[283]  T. Mo,et al.  A model for microwave emission from vegetation‐covered fields , 1982 .

[284]  Thomas Wilheit,et al.  Radiative Transfer in a Plane Stratified Dielectric , 1975, IEEE Transactions on Geoscience Electronics.

[285]  P. Dirmeyer,et al.  Application of the Land–Atmosphere Coupling Paradigm to the Operational Coupled Forecast System, Version 2 (CFSv2) , 2017 .

[286]  Jie Wang,et al.  Spatial Downscaling of Satellite Soil Moisture Data Using a Vegetation Temperature Condition Index , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[287]  J. Wen,et al.  Spatial and Temporal Soil Moisture Variations over China from Simulations and Observations , 2016 .

[288]  Sabine Attinger,et al.  Multiscale and Multivariate Evaluation of Water Fluxes and States over European River Basins , 2016 .

[289]  Xuebin Zhang,et al.  Causes of drying trends in northern hemispheric land areas in reconstructed soil moisture data , 2015, Climatic Change.

[290]  Huadong Guo,et al.  Microwave soil moisture dynamics and response to climate change in Central Asia and Xinjiang Province, China, over the last 30 years , 2015 .

[291]  A. Sahoo,et al.  Improving soil moisture retrievals from a physically-based radiative transfer model , 2014 .

[292]  R.A.M. de Jeu,et al.  Using satellite based soil moisture to quantify the water driven variability in NDVI: A case study over mainland Australia , 2014 .

[293]  Wouter Dorigo,et al.  [Global Climate] Soil Moisture in: State of the Climate in 2013 , 2014 .

[294]  Sonia I. Seneviratne,et al.  Observational evidence for soil-moisture impact on hot extremes in southeastern Europe , 2011 .

[295]  Randal D. Koster,et al.  Soil moisture effects on seasonal temperature and precipitation forecast scores in Europe , 2010, Climate Dynamics.

[296]  Jeffrey P. Walker,et al.  A methodology for surface soil moisture and vegetation optical depth retrieval using the microwave polarization difference index , 2001, IEEE Trans. Geosci. Remote. Sens..

[297]  T. McKee,et al.  THE RELATIONSHIP OF DROUGHT FREQUENCY AND DURATION TO TIME SCALES , 1993 .