A machine learning approach to estimation of downward solar radiation from satellite-derived data products: An application over a semi-arid ecosystem in the U.S.

Qingtao Zhou; Alejandro Flores; Nancy F. Glenn; Reggie Walters; Bangshuai Han

doi:10.1371/journal.pone.0180239

A machine learning approach to estimation of downward solar radiation from satellite-derived data products: An application over a semi-arid ecosystem in the U.S.

PLoS ONE ◽

10.1371/journal.pone.0180239 ◽

2017 ◽

Vol 12 (8) ◽

pp. e0180239 ◽

Cited By ~ 10

Author(s):

Qingtao Zhou ◽

Alejandro Flores ◽

Nancy F. Glenn ◽

Reggie Walters ◽

Bangshuai Han

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Learning Approach ◽

Arid Ecosystem ◽

Machine Learning Approach ◽

Data Products ◽

Derived Data ◽

Semi Arid ◽

The U.S

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Modeling household online shopping demand in the U.S.: a machine learning approach and comparative investigation between 2009 and 2017

Transportation ◽

10.1007/s11116-021-10250-z ◽

2021 ◽

Author(s):

Limon Barua ◽

Bo Zou ◽

Yan Zhou ◽

Yulin Liu

Keyword(s):

Machine Learning ◽

Online Shopping ◽

Comparative Investigation ◽

Learning Approach ◽

Machine Learning Approach ◽

The U.S

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An Improved ANN Model for Prediction of Solar Radiation Using Machine Learning Approach

Applications of Internet of Things - Lecture Notes in Networks and Systems ◽

10.1007/978-981-15-6198-6_22 ◽

2020 ◽

pp. 233-242

Author(s):

Rita Banik ◽

Priyanath Das ◽

Srimanta Ray ◽

Ankur Biswas

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Learning Approach ◽

Ann Model ◽

Machine Learning Approach

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Examining Interactions Between and Among Predictors of Net Ecosystem Exchange: A Machine Learning Approach in a Semi-arid Landscape

Scientific Reports ◽

10.1038/s41598-019-38639-y ◽

2019 ◽

Vol 9 (1) ◽

Cited By ~ 2

Author(s):

Qingtao Zhou ◽

Aaron Fellows ◽

Gerald N. Flerchinger ◽

Alejandro N. Flores

Keyword(s):

Machine Learning ◽

Net Ecosystem Exchange ◽

Learning Approach ◽

Machine Learning Approach ◽

Semi Arid

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A Hybrid Machine Learning Approach for Daily Prediction of Solar Radiation

Recent Advances in Technology Research and Education - Lecture Notes in Networks and Systems ◽

10.1007/978-3-319-99834-3_35 ◽

2018 ◽

pp. 266-274 ◽

Cited By ~ 14

Author(s):

Mehrnoosh Torabi ◽

Amir Mosavi ◽

Pinar Ozturk ◽

Annamaria Varkonyi-Koczy ◽

Vajda Istvan

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Learning Approach ◽

Machine Learning Approach ◽

Hybrid Machine

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Spatio-temporal mapping of soil water storage in a semi-arid landscape of northern Ghana – A multi-tasked ensemble machine-learning approach

Geoderma ◽

10.1016/j.geoderma.2021.115691 ◽

2022 ◽

Vol 410 ◽

pp. 115691

Author(s):

K.A. Nketia ◽

S.B. Asabere ◽

A. Ramcharan ◽

S. Herbold ◽

S. Erasmi ◽

...

Keyword(s):

Machine Learning ◽

Soil Water ◽

Water Storage ◽

Northern Ghana ◽

Soil Water Storage ◽

Learning Approach ◽

Ensemble Machine Learning ◽

Machine Learning Approach ◽

Spatio Temporal ◽

Semi Arid

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Projecting life-cycle environmental impacts of corn production in the U.S. Midwest under future climate scenarios using a machine learning approach

The Science of The Total Environment ◽

10.1016/j.scitotenv.2020.136697 ◽

2020 ◽

Vol 714 ◽

pp. 136697 ◽

Cited By ~ 4

Author(s):

Eun Kyung Lee ◽

Wang-Jian Zhang ◽

Xuesong Zhang ◽

Paul R. Adler ◽

Shao Lin ◽

...

Keyword(s):

Machine Learning ◽

Life Cycle ◽

Environmental Impacts ◽

Future Climate ◽

Learning Approach ◽

Climate Scenarios ◽

Corn Production ◽

Machine Learning Approach ◽

The U.S

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Digital Mapping of Soil Family Class Using the Machine Learning Approach (A Case Study: Semi-Arid lands in the West of IRAN)

Journal of Water and Soil Science ◽

10.47176/jwss.24.2.32993 ◽

2020 ◽

Vol 24 (2) ◽

Keyword(s):

Machine Learning ◽

Arid Lands ◽

Learning Approach ◽

The West ◽

Digital Mapping ◽

Machine Learning Approach ◽

Semi Arid ◽

Family Class

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A Machine Learning Approach and Methodology for Solar Radiation Assessment Using Multispectral Satellite Images

Annals of Data Science ◽

10.1007/s40745-021-00352-x ◽

2021 ◽

Author(s):

Preeti Verma ◽

Sunil Patil

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Satellite Images ◽

Learning Approach ◽

Machine Learning Approach ◽

Multispectral Satellite Images

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Forecasting Day-Ahead Solar Radiation Using Machine Learning Approach

2017 4th Asia-Pacific World Congress on Computer Science and Engineering (APWC on CSE) ◽

10.1109/apwconcse.2017.00050 ◽

2017 ◽

Cited By ~ 7

Author(s):

Md. Ziaul Hassan ◽

Md. Erfan Khandakar Ali ◽

A B M Shawkat Ali ◽

Jashnil Kumar

Keyword(s):

Machine Learning ◽

Solar Radiation ◽

Learning Approach ◽

Machine Learning Approach

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Constructing and Validating Geographically Refined HAZUS-MH4 Hurricane Wind Risk Models: A Machine Learning Approach

Advances in Hurricane Engineering ◽

10.1061/9780784412626.092 ◽

2012 ◽

Cited By ~ 2

Author(s):

D. Subramanian ◽

J. Salazar ◽

L. Duenas-Osorio ◽

R. Stein

Keyword(s):

Machine Learning ◽

Learning Approach ◽

Risk Models ◽

Hurricane Wind ◽

Machine Learning Approach

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