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Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models
In line with the critical comments formulated in relation to the S-shape global solar radiation estimation method, the original formula was improved via a 5-step procedure. The improved method was compared to four-reference methods on a large North-American database. According to the investigated er...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Scientific World Journal
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3356740/ https://www.ncbi.nlm.nih.gov/pubmed/22645451 http://dx.doi.org/10.1100/2012/768530 |
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author | Fodor, Nándor |
author_facet | Fodor, Nándor |
author_sort | Fodor, Nándor |
collection | PubMed |
description | In line with the critical comments formulated in relation to the S-shape global solar radiation estimation method, the original formula was improved via a 5-step procedure. The improved method was compared to four-reference methods on a large North-American database. According to the investigated error indicators, the final 7-parameter S-shape method has the same or even better estimation efficiency than the original formula. The improved formula is able to provide radiation estimates with a particularly low error pattern index (PI(doy)) which is especially important concerning the usability of the estimated radiation values in crop models. Using site-specific calibration, the radiation estimates of the improved S-shape method caused an average of 2.72 ± 1.02 (α = 0.05) relative error in the calculated biomass. Using only readily available site specific metadata the radiation estimates caused less than 5% relative error in the crop model calculations when they were used for locations in the middle, plain territories of the USA. |
format | Online Article Text |
id | pubmed-3356740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | The Scientific World Journal |
record_format | MEDLINE/PubMed |
spelling | pubmed-33567402012-05-29 Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models Fodor, Nándor ScientificWorldJournal Research Article In line with the critical comments formulated in relation to the S-shape global solar radiation estimation method, the original formula was improved via a 5-step procedure. The improved method was compared to four-reference methods on a large North-American database. According to the investigated error indicators, the final 7-parameter S-shape method has the same or even better estimation efficiency than the original formula. The improved formula is able to provide radiation estimates with a particularly low error pattern index (PI(doy)) which is especially important concerning the usability of the estimated radiation values in crop models. Using site-specific calibration, the radiation estimates of the improved S-shape method caused an average of 2.72 ± 1.02 (α = 0.05) relative error in the calculated biomass. Using only readily available site specific metadata the radiation estimates caused less than 5% relative error in the crop model calculations when they were used for locations in the middle, plain territories of the USA. The Scientific World Journal 2012-05-03 /pmc/articles/PMC3356740/ /pubmed/22645451 http://dx.doi.org/10.1100/2012/768530 Text en Copyright © 2012 Nándor Fodor. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Fodor, Nándor Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title | Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title_full | Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title_fullStr | Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title_full_unstemmed | Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title_short | Improving the S-Shape Solar Radiation Estimation Method for Supporting Crop Models |
title_sort | improving the s-shape solar radiation estimation method for supporting crop models |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3356740/ https://www.ncbi.nlm.nih.gov/pubmed/22645451 http://dx.doi.org/10.1100/2012/768530 |
work_keys_str_mv | AT fodornandor improvingthesshapesolarradiationestimationmethodforsupportingcropmodels |