New Challenges in Solar Radiation, Modeling and Remote Sensing
This reprint gathers several works focused on recent and novel research in solar radiation modeling and forecasting where remote sensing techniques and retrieval information is employed as a part of the methodology. The use of machine learning algorithms in solar irradiance modeling and solar power...
-д хадгалсан:
| Формат: | Online |
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| Хэл сонгох: | англи |
| Хэвлэсэн: |
MDPI - Multidisciplinary Digital Publishing Institute
2023
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| Нөхцлүүд: | |
| Онлайн хандалт: | ONIX_20230714_9783036578705_68 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1869531147243880448 |
|---|---|
| collection | Directory of Open Access Books |
| description | This reprint gathers several works focused on recent and novel research in solar radiation modeling and forecasting where remote sensing techniques and retrieval information is employed as a part of the methodology. The use of machine learning algorithms in solar irradiance modeling and solar power forecasting is included in some of the works here presented. This is a topic with high interest nowadays because of the impact in solar energy deployment and in atmospheric studies as well. The recent improved remote sensing information and available data and the advances in machine learning algorithms have a relevant presence in this reprint indicating the current ad near future path of the contributions in solar radiation modeling. |
| format | Online |
| id | doab-20.500.12854ir-101369 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1013692024-03-30T12:51:19Z New Challenges in Solar Radiation, Modeling and Remote Sensing Polo, Jesús Kaskaoutis, Dimitris solar resource mapping direct normal irradiance δ-Eddington approximation biomass burning solar energy PV energy production energy losses financial losses forest fires aerosol and cloud impact surface solar irradiance (SSI) GK2A/AMI machine learning daily average downward surface shortwave radiation spatial downscaling temporal extrapolation Himawari-8 Sentinel-2 DEM black ice radiation flux local weather topography sky view factor shadow pattern solar cadaster solar potential in rooftops digital surface model geographic information system radiation observation meteorological observation perceived temperature SOWEIG model road worker PT smart grid renewable energy sources solar radiation forecasting wavelet transform complete ensemble empirical mode decomposition with adaptive noise solar irradiance nowcasting machine learning models blending all sky imagers (ASI) MSG satellite images Visible All-Sky image cloud cover global horizontal irradiation short-term forecast n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries This reprint gathers several works focused on recent and novel research in solar radiation modeling and forecasting where remote sensing techniques and retrieval information is employed as a part of the methodology. The use of machine learning algorithms in solar irradiance modeling and solar power forecasting is included in some of the works here presented. This is a topic with high interest nowadays because of the impact in solar energy deployment and in atmospheric studies as well. The recent improved remote sensing information and available data and the advances in machine learning algorithms have a relevant presence in this reprint indicating the current ad near future path of the contributions in solar radiation modeling. 2023-07-14T14:27:49Z 2023-07-14T14:27:49Z 2023 book ONIX_20230714_9783036578705_68 9783036578705 9783036578712 https://directory.doabooks.org/handle/20.500.12854/101369 eng image/jpeg Attribution 4.0 International https://mdpi.com/books/pdfview/book/7465 https://mdpi.com/books/pdfview/book/7465 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-7871-2 10.3390/books978-3-0365-7871-2 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036578705 9783036578712 222 Basel open access |
| spellingShingle | solar resource mapping direct normal irradiance δ-Eddington approximation biomass burning solar energy PV energy production energy losses financial losses forest fires aerosol and cloud impact surface solar irradiance (SSI) GK2A/AMI machine learning daily average downward surface shortwave radiation spatial downscaling temporal extrapolation Himawari-8 Sentinel-2 DEM black ice radiation flux local weather topography sky view factor shadow pattern solar cadaster solar potential in rooftops digital surface model geographic information system radiation observation meteorological observation perceived temperature SOWEIG model road worker PT smart grid renewable energy sources solar radiation forecasting wavelet transform complete ensemble empirical mode decomposition with adaptive noise solar irradiance nowcasting machine learning models blending all sky imagers (ASI) MSG satellite images Visible All-Sky image cloud cover global horizontal irradiation short-term forecast n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title | New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title_full | New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title_fullStr | New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title_full_unstemmed | New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title_short | New Challenges in Solar Radiation, Modeling and Remote Sensing |
| title_sort | new challenges in solar radiation modeling and remote sensing |
| topic | solar resource mapping direct normal irradiance δ-Eddington approximation biomass burning solar energy PV energy production energy losses financial losses forest fires aerosol and cloud impact surface solar irradiance (SSI) GK2A/AMI machine learning daily average downward surface shortwave radiation spatial downscaling temporal extrapolation Himawari-8 Sentinel-2 DEM black ice radiation flux local weather topography sky view factor shadow pattern solar cadaster solar potential in rooftops digital surface model geographic information system radiation observation meteorological observation perceived temperature SOWEIG model road worker PT smart grid renewable energy sources solar radiation forecasting wavelet transform complete ensemble empirical mode decomposition with adaptive noise solar irradiance nowcasting machine learning models blending all sky imagers (ASI) MSG satellite images Visible All-Sky image cloud cover global horizontal irradiation short-term forecast n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| topic_facet | solar resource mapping direct normal irradiance δ-Eddington approximation biomass burning solar energy PV energy production energy losses financial losses forest fires aerosol and cloud impact surface solar irradiance (SSI) GK2A/AMI machine learning daily average downward surface shortwave radiation spatial downscaling temporal extrapolation Himawari-8 Sentinel-2 DEM black ice radiation flux local weather topography sky view factor shadow pattern solar cadaster solar potential in rooftops digital surface model geographic information system radiation observation meteorological observation perceived temperature SOWEIG model road worker PT smart grid renewable energy sources solar radiation forecasting wavelet transform complete ensemble empirical mode decomposition with adaptive noise solar irradiance nowcasting machine learning models blending all sky imagers (ASI) MSG satellite images Visible All-Sky image cloud cover global horizontal irradiation short-term forecast n/a thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries |
| url | ONIX_20230714_9783036578705_68 |