Cargando…

A reduced latency regional gap-filling method for SMAP using random forest regression

The soil moisture active/passive (SMAP) mission represents a significant advance in measuring soil moisture from satellites. However, its large spatial-temporal data gaps limit the use of its values in near-real-time (NRT) applications. Considering this, the study uses NRT operational metadata (prec...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Xiaoyi, Lü, Haishen, Crow, Wade T., Corzo, Gerald, Zhu, Yonghua, Su, Jianbin, Zheng, Jingyao, Gou, Qiqi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817173/ https://www.ncbi.nlm.nih.gov/pubmed/36619984 http://dx.doi.org/10.1016/j.isci.2022.105853

Ejemplares similares

Agricultural Drought Monitoring via the Assimilation of SMAP Soil Moisture Retrievals Into a Global Soil Water Balance Model
por: Mladenova, Iliana E., et al.
Publicado: (2020)

AP-1 Recruits SMAP-1/SMAPs to the trans-Golgi Network to Promote Sorting in Polarized Epithelia
por: Wang, Shimin, et al.
Publicado: (2021)

SMAP is a pipeline for sample matching in proteogenomics
por: Li, Ling, et al.
Publicado: (2022)

Putting a Novel Emphysema Treatment on the SMAP
por: Xing, Dongqi, et al.
Publicado: (2023)

The Heptameric SmAP1 and SmAP2 Proteins of the Crenarchaeon Sulfolobus Solfataricus Bind to Common and Distinct RNA Targets
por: Märtens, Birgit, et al.
Publicado: (2015)

Characterization of Schistosome Tegumental Alkaline Phosphatase (SmAP)
por: Bhardwaj, Rita, et al.
Publicado: (2011)

SMAP: a streamlined methylation analysis pipeline for bisulfite sequencing
por: Gao, Shengjie, et al.
Publicado: (2015)

Daily Cropland Soil NO(x) Emissions Identified by TROPOMI and SMAP
por: Huber, Daniel E., et al.
Publicado: (2020)

Satellite Flood Inundation Assessment and Forecast Using SMAP and Landsat
por: Du, Jinyang, et al.
Publicado: (2021)

The Arf GAP SMAP2 is necessary for organized vesicle budding from the trans-Golgi network and subsequent acrosome formation in spermiogenesis
por: Funaki, Tomo, et al.
Publicado: (2013)

A new ant-butterfly symbiosis in the forest canopy fills an evolutionary gap
por: Pérez-Lachaud, Gabriela, et al.
Publicado: (2021)

SMAP2 Regulates Retrograde Transport from Recycling Endosomes to the Golgi
por: Matsudaira, Tatsuyuki, et al.
Publicado: (2013)

New SmAP(F) Mesogens Designed for Analog Electrooptics Applications
por: Korblova, Eva D., et al.
Publicado: (2017)

Data Assimilation to extract Soil Moisture Information from SMAP Observations
por: Kolassa, Jana, et al.
Publicado: (2017)

Filling the Gaps
Publicado: (1962)

fastGapFill: efficient gap filling in metabolic networks
por: Thiele, Ines, et al.
Publicado: (2014)

Optimizing Gaussian Process Regression for Image Time Series Gap-Filling and Crop Monitoring
por: Belda, Santiago, et al.
Publicado: (2020)

Stem-Cell Therapy: Filling Gaps in Oro-Maxillofacial Region
por: Vaswani, Bhumika K, et al.
Publicado: (2023)

Filling the Observability Gap
por: Oram, Andy
Publicado: (2021)

Assimilation of SMAP Brightness Temperature Observations in the GEOS Land–Atmosphere Data Assimilation System
por: Reichle, Rolf H., et al.
Publicado: (2021)

Investigating Correlations and the Validation of SMAP-Sentinel L2 and In Situ Soil Moisture in Thailand
por: Jotisankasa, Apiniti, et al.
Publicado: (2023)

Could the Glycemic Gap Fill the Unfilled Gaps?
por: Gavelli, Francesco, et al.
Publicado: (2019)

Green LAI Mapping and Cloud Gap-Filling Using Gaussian Process Regression in Google Earth Engine
por: Pipia, Luca, et al.
Publicado: (2021)

Filling the Translation–Policy Gap
por: Portier, Christopher J., et al.
Publicado: (2007)

Filling the gaps in the genomic landscape
por: Williams, David, et al.
Publicado: (2010)

Filling gaps in our knowledge
Publicado: (2009)

Hyper-active gap filling
por: Omaki, Akira, et al.
Publicado: (2015)

Variant genotyping with gap filling
por: Walve, Riku, et al.
Publicado: (2017)

Monitoring Crop Status in the Continental United States Using the SMAP Level-4 Carbon Product
por: Wurster, Patrick M., et al.
Publicado: (2021)

Retrieving Soil Physical Properties by Assimilating SMAP Brightness Temperature Observations into the Community Land Model
por: Zhao, Hong, et al.
Publicado: (2023)

SMAP-WS: a parallel web service for structural proteome-wide ligand-binding site comparison
por: Ren, Jingyuan, et al.
Publicado: (2010)

Minimally invasive drainage versus open surgical debridement in SAP/SMAP – a network meta-analysis
por: Zhang, Kai, et al.
Publicado: (2019)

SMAP-HydroBlocks, a 30-m satellite-based soil moisture dataset for the conterminous US
por: Vergopolan, Noemi, et al.
Publicado: (2021)

Evaluation of SMOS, SMAP, AMSR2 and FY-3C soil moisture products over China
por: Fan, Jiazhi, et al.
Publicado: (2022)

ReSMAP: Web Server for Predicting Residue-Specific Membrane-Association Propensities of Intrinsically Disordered Proteins
por: Qin, Sanbo, et al.
Publicado: (2022)

Mind the gap versus filling the gap. The heart beyond specialties
por: Pascual, Isaac, et al.
Publicado: (2021)

Filling in the gap: cloning a connexin
por: Powell, Kendall
Publicado: (2006)

Efficiently gap-filling reaction networks
por: Latendresse, Mario
Publicado: (2014)

Prediction of Both E-Jet Printing Ejection Cycle Time and Droplet Diameter Based on Random Forest Regression
por: Chen, Yuanfen, et al.
Publicado: (2023)

SMAP Salinity Retrievals near the Sea-Ice Edge Using Multi-Channel AMSR2 Brightness Temperatures
por: Meissner, Thomas, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_7u4c2l9h9pfsioblbqsdgjjt4h