1. Identity statement | |
Reference Type | Journal Article |
Site | mtc-m21d.sid.inpe.br |
Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S |
Identifier | 8JMKD3MGP3W34T/49JMUUS |
Repository | sid.inpe.br/mtc-m21d/2023/08.07.13.34 (restricted access) |
Last Update | 2023:08.07.13.34.50 (UTC) simone |
Metadata Repository | sid.inpe.br/mtc-m21d/2023/08.07.13.34.51 |
Metadata Last Update | 2024:01.02.17.16.45 (UTC) administrator |
DOI | 10.3389/fsufs.2023.1084728 |
ISSN | 2571-581X |
Citation Key | TomasellaMartShre:2023:OpToIm |
Title | An open-source tool for improving on-farm yield forecasting systems |
Year | 2023 |
Month | July |
Access Date | 2024, May 16 |
Type of Work | journal article |
Secondary Type | PRE PI |
Number of Files | 1 |
Size | 6751 KiB |
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2. Context | |
Author | 1 Tomasella, Javier 2 Martins, Minella Alves 3 Shrestha, Nirman |
Resume Identifier | 1 8JMKD3MGP5W/3C9JHE3 |
Group | 1 2 DIIAV-CGCT-INPE-MCTI-GOV-BR |
Affiliation | 1 Centro Nacional de Monitoramento e Alertas de Desastres Naturais (CEMADEN) 2 Instituto Nacional de Pesquisas Espaciais (INPE) 3 International Water Management Institute |
Author e-Mail Address | 1 2 minella.martins@gmail.com |
Journal | Frontiers in Sustainable Food Systems |
Volume | 7 |
Pages | e0084728 |
History (UTC) | 2023-08-07 13:35:16 :: simone -> administrator :: 2023 2024-01-02 17:16:45 :: administrator -> simone :: 2023 |
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3. Content and structure | |
Is the master or a copy? | is the master |
Content Stage | completed |
Transferable | 1 |
Content Type | External Contribution |
Version Type | publisher |
Keywords | AquaCrop Fortran soil fertility irrigation management yield gap optimization computational efficiency |
Abstract | IntroductionThe increased frequency of extreme climate events, many of them of rapid onset, observed in many world regions, demands the development of a crop forecasting system for hazard preparedness based on both intraseasonal and extended climate prediction. This paper presents a Fortran version of the Crop Productivity Model AquaCrop that assesses climate and soil fertility effects on yield gap, which is crucial in crop forecasting systems MethodsFirstly, the Fortran version model - AQF outputs were compared to the latest version of AquaCrop v 6.1. The computational performance of both versions was then compared using a 100-year hypothetical experiment. Then, field experiments combining fertility and water stress on productivity were used to assess AQF model simulation. Finally, we demonstrated the applicability of this software in a crop operational forecast system. ResultsResults revealed that the Fortran version showed statistically similar results to the original version (r(2) > 0.93 and RMSEn < 11%, except in one experiment) and better computational efficiency. Field data indicated that AQF simulations are in close agreement with observation. ConclusionAQF offers a version of the AquaCrop developed for time-consuming applications, such as crop forecast systems and climate change simulations over large areas and explores mitigation and adaptation actions in the face of adverse effects of future climate change. |
Area | CST |
Arrangement | urlib.net > BDMCI > Fonds > Produção a partir de 2021 > CGCT > An open-source tool... |
doc Directory Content | access |
source Directory Content | there are no files |
agreement Directory Content | |
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4. Conditions of access and use | |
Language | en |
Target File | fsufs-07-1084728.pdf |
User Group | simone |
Reader Group | administrator simone |
Visibility | shown |
Read Permission | deny from all and allow from 150.163 |
Update Permission | not transferred |
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5. Allied materials | |
Next Higher Units | 8JMKD3MGPCW/46KUATE |
Citing Item List | sid.inpe.br/bibdigital/2022/04.03.22.23 2 sid.inpe.br/mtc-m21/2012/07.13.14.50.34 2 |
Dissemination | WEBSCI; PORTALCAPES; SCOPUS. |
Host Collection | urlib.net/www/2021/06.04.03.40 |
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6. Notes | |
Empty Fields | alternatejournal archivingpolicy archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark mirrorrepository nextedition notes number orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey secondarymark session shorttitle sponsor subject tertiarymark tertiarytype url |
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7. Description control | |
e-Mail (login) | simone |
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