2024 Soil moisture downscaling

Soil moisture downscaling

Author: pbee

August undefined, 2024

WebOct 20, 2024 · The coarse spatial resolutions of satellite-based soil moisture (SM) products restrict their applications at smaller spatial scales. In this study, the monthly European Space Agency Climate Change Initiative SM data (ESA CCI SM) from 2000 to 2016 was downscaled from 25- to 1-km resolution in the Taihu Lake Basin, a typical humid area with … WebThen in 2015/2016, with the assistance of the catchment hydrology team at the University of Melbourne, I developed some new methods for downscaling temperature and near-surface soil moisture to sub-canopy conditions These methods are designed for use in forests in complex terrain, and provide a means to generate high resolution information ...

Evaluating Downscaling Factors of Microwave Satellite Soil Moisture …

WebNotably, soil moisture is only available in MRI-AGCM3-2-S and EC_Earth3P_HR. … WebI am excited to let you know our last paper on A Remote Sensing Driven Soil Moisture Estimator: Uncertain Downscaling With Geostatistically Based Use… Liked by Mohammad Saeedi Congratulations to Link Lab graduate students, Lauren Horde, Jessica Besnier, and Nicholas Gardella on their National Science Foundation Graduate… blacklight subtitle english

Downscaling SMOS-Derived Soil Moisture Using MODIS …

WebTotal Soil Moisture Content - 12; Experiment/Scenario SRESA2 - 180; Frequency Daily - 90; Monthly - 90; Spatial Domain CORDEX Australasia @50km - 90; South-East Australia @10km - 90; GCM CSIRO QCCCE CSIRO-MK3 - 180; RCM R1 - 60; R2 ... WebThe soil moisture anomalies were calculated for available observed monthly data sets and correlated with derived soil moisture from the SWAT model output. The Pearson Product-Moment Correlation and Spearman's rank correlation coefficient have been used for establishing the spatial correlation between soil moisture and SWAT model output of the … WebIn the NEX-GDDP dataset, we correcting and downscaling data have been done using the Bias-Correction Spatial Disaggregation (BCSD) method based on the Global Meteorological Forcing Dataset (GMFD) as observational climate data ... the authors analyzed the soil moisture at the near-surface soil layer and the entire soil column, ... gantry pics

Soil moisture downscaling

Downscaling SMAP soil moisture estimation with gradient …

WebSoil moisture is widely recognized as an essential parameter to link the terrestrial water, energy, and carbon cycles in Earth ecosystems. Over the past several decades, great progress has been made in developing soil moisture datasets, using remote sensing technologies (e.g., active and passive microwave) and data assimilation by Land Surface … WebSpatial Downscaling of GRACE Data Based on XGBoost Model for Improved Understanding of Hydrological Droughts in the Indus Basin Irrigation System (IBIS) ... of extreme drought events in terms of occurrence, persistence, spatial extent, severity, and impacts on streamflow and soil moisture over different time windows between 1980 and 2024.

Did you know?

WebCopula-Based Downscaling of Coarse-Scale Soil Moisture Observations With Implicit Bias Correction IEEE Transactions on Geoscience and Remote Sensing 2014 Autres auteurs. Voir la publication. Disaggregation of SMOS Soil Moisture in Southeastern Australia IEEE ... WebMany remote sensing soil moisture (SM) products have been developed with global …

WebAug 9, 2024 · Uncorrected 1-km soil moisture (θ) calculated from the downscaling model … http://ch.whu.edu.cn/en/article/doi/10.13203/j.whugig20240278

WebLag impacts of abnormal July soil moisture over southern China on August rainfall over the Huang-Huai River Basin. Clim. Dyn., 58: 1737-1754. doi: ... Combined dynamical and statistical downscaling for high-resolution projections of multiple climate variables in the Beijing-Tianjin-Hebei region of China. J. Appl. Meteorol. Climatol., 58, ... WebApr 14, 2024 · Given the cost of dynamically downscaling full SMILEs, ... C. et al. Soil moisture drought in Europe: a compound event of precipitation and potential evapotranspiration on multiple time scales. J.

WebThe ISIMIP3b climate scenarios were derived from CMIP6 output on 0.5° grids using the bias adjustment and statistical downscaling method ISIMIP3BASD ... although moisture deficit might be less detrimental in sub-humid gray and black soil zones since soybean growth may respond favorably to future higher CO 2 concentrations which is known to ...

WebFeb 22, 2024 · Consequently, this paper presents a quantitative assessment of the existing radar-, optical-, radiometer-, and oversampling-based downscaling techniques using a singular extensive data set collected specifically for that purpose, being the Soil Moisture Active Passive Experiment (SMAPEx)-4 and -5 airborne field campaigns, and the OzNet in … gantry pier oneWebThe impact of soil moisture (SM) on evapotranspiration (ET) and further surface temperature (ST) is an important aspect of such coupling. ... Statistical Downscaling Model (SDSM) was used to downscale the climate data required to calculate ET0. gantry plate 2020WebDec 15, 2024 · 1. Introduction. The acquisition of high-accuracy soil moisture (SM) products at different spatio-temporal scales is of great significance for drought monitoring, crop yield estimation, and environmental disaster monitoring applications (Seneviratne et al., … blacklight subtitratWebThis study provides the first assessment of the Noah and Noah-GEM (photosynthesis-based Gas exchange Evapotranspiration Model) land surface model using observations from the Avignon, France CarboEurope agricultural site during 2006 and 2007. Noah and ... gantry placeWebMay 7, 2024 · A model for downscaling SMOS (Soil Moisture Ocean Salinity) soil moisture … gantry pictureWebNotably, soil moisture is only available in MRI-AGCM3-2-S and EC_Earth3P_HR. Additionally, some models may not provide certain aggregations, such as maximum relative humidity. ... Setting disable_bias_correction to true disables statistical downscaling and bias correction onto ERA5-Land. By ... blacklight subtitulosWebColumbia University, NY. Mentored short-term faculty Fulbright scholar from the Philippines on the use of climate and weather information for risk management in agriculture. Topics covered ... gantry plate