Cargando…

Application of a Machine Learning Algorithm in Generating an Evapotranspiration Data Product From Coupled Thermal Infrared and Microwave Satellite Observations

Land surface evapotranspiration (ET) is one of the main energy sources for atmospheric dynamics and a critical component of the local, regional, and global water cycles. Consequently, accurate measurement or estimation of ET is one of the most active topics in hydro-climatology research. With massiv...

Descripción completa

Detalles Bibliográficos
Autores principales:	Fang, Li, Zhan, Xiwu, Kalluri, Satya, Yu, Peng, Hain, Chris, Anderson, Martha, Laszlo, Istvan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Big Data
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163788/ https://www.ncbi.nlm.nih.gov/pubmed/35668815 http://dx.doi.org/10.3389/fdata.2022.768676

Ejemplares similares

Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations
por: Donahue, Kellen, et al.
Publicado: (2023)

DeepEmSat: Deep Emulation for Satellite Data Mining
por: Duffy, Kate, et al.
Publicado: (2019)

Editorial: Critical data and algorithm studies
por: Mayer, Katja, et al.
Publicado: (2023)

Teeport: Break the Wall Between the Optimization Algorithms and Problems
por: Zhang, Zhe, et al.
Publicado: (2021)

A proposed scenario to improve the Ncut algorithm in segmentation
por: Tran, Nhu Y., et al.
Publicado: (2023)

Algorithmic Accountability in Context. Socio-Technical Perspectives on Structural Causal Models
por: Poechhacker, Nikolaus, et al.
Publicado: (2021)

Algorithmic Profiling of Job Seekers in Austria: How Austerity Politics Are Made Effective
por: Allhutter, Doris, et al.
Publicado: (2020)

Experimenting With Algorithms and Memory-Making: Lived Experience and Future-Oriented Ethics in Critical Data Science
por: Markham, Annette N., et al.
Publicado: (2019)

CLUE: A Fast Parallel Clustering Algorithm for High Granularity Calorimeters in High-Energy Physics
por: Rovere, Marco, et al.
Publicado: (2020)

A novel interpretable machine learning algorithm to identify optimal parameter space for cancer growth
por: Coggan, Helena, et al.
Publicado: (2022)

Multi-objective cluster based bidding algorithm for E-commerce search engine marketing system
por: Jie, Cheng, et al.
Publicado: (2022)

A fast parallelized DBSCAN algorithm based on OpenMp for detection of criminals on streaming services
por: Mochurad, Lesia, et al.
Publicado: (2023)

Developing an Explainable Machine Learning-Based Personalised Dementia Risk Prediction Model: A Transfer Learning Approach With Ensemble Learning Algorithms
por: Danso, Samuel O., et al.
Publicado: (2021)

Non-linear Embedding Methods for Identifying Similar Brain Activity in 1 Million iEEG Records Captured From 256 RNS System Patients
por: Arcot Desai, Sharanya, et al.
Publicado: (2022)

3D bi-directional transformer U-Net for medical image segmentation
por: Fu, Xiyao, et al.
Publicado: (2023)

A Methodology for Evaluating Operator Usage of Machine Learning Recommendations for Power Grid Contingency Analysis
por: Wenskovitch, John, et al.
Publicado: (2022)

Biosecurity in the age of Big Data: a conversation with the FBI
por: Kozminski, Keith G.
Publicado: (2015)

The role of functional data in interpreting the effects of genetic variation
por: Young, David L., et al.
Publicado: (2015)

Big Data in Caenorhabditis elegans: quo vadis?
por: Hutter, Harald, et al.
Publicado: (2015)

Expression, sorting, and segregation of Golgi proteins during germ cell differentiation in the testis
por: Au, Catherine E., et al.
Publicado: (2015)

Proteome-wide quantitative multiplexed profiling of protein expression: carbon-source dependency in Saccharomyces cerevisiae
por: Paulo, Joao A., et al.
Publicado: (2015)

Accelerating Spatial Cross-Matching on CPU-GPU Hybrid Platform With CUDA and OpenACC
por: Baig, Furqan, et al.
Publicado: (2020)

Named Data Networking for Genomics Data Management and Integrated Workflows
por: Ogle, Cameron, et al.
Publicado: (2021)

Sonographic Diagnosis of COVID-19: A Review of Image Processing for Lung Ultrasound
por: McDermott, Conor, et al.
Publicado: (2021)

User, Usage and Usability: Redefining Human Centric Cyber Security
por: Grobler, Marthie, et al.
Publicado: (2021)

A Framework for Contractual Graphs
por: Murimi, Renita M.
Publicado: (2021)

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
por: Iiyama, Yutaro, et al.
Publicado: (2021)

Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect
por: Zeng, Zheni, et al.
Publicado: (2021)

Securing Machine Learning in the Cloud: A Systematic Review of Cloud Machine Learning Security
por: Qayyum, Adnan, et al.
Publicado: (2020)

Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region
por: Mishra, Umakant, et al.
Publicado: (2020)

Robust Machine Learning for Colorectal Cancer Risk Prediction and Stratification
por: Nartowt, Bradley J., et al.
Publicado: (2020)

Twitter Response to Munich July 2016 Attack: Network Analysis of Influence
por: Bermudez, Ivan, et al.
Publicado: (2019)

TGx-DDI, a Transcriptomic Biomarker for Genotoxicity Hazard Assessment of Pharmaceuticals and Environmental Chemicals
por: Li, Heng-Hong, et al.
Publicado: (2019)

Parallel Processing Strategies for Big Geospatial Data
por: Werner, Martin
Publicado: (2019)

A New Optical Remote Sensing Technique for High-Resolution Mapping of Soil Moisture
por: Babaeian, Ebrahim, et al.
Publicado: (2019)

Data Mining Climate Variability as an Indicator of U.S. Natural Gas
por: Stuivenvolt-Allen, Jacob, et al.
Publicado: (2019)

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)

The Role of Cue Utilization and Cognitive Load in the Recognition of Phishing Emails
por: Nasser, George, et al.
Publicado: (2020)

R*-Grove: Balanced Spatial Partitioning for Large-Scale Datasets
por: Vu, Tin, et al.
Publicado: (2020)

Novel Criteria for When and How to Exit a COVID-19 Pandemic Lockdown
por: Li, Chenyu, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_qlqa54adr2elpbr0kkud10j5mq