Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI
Reference evapotranspiration (ETo) refers to the combined processes of evaporation and transpiration, which are relevant for hydrology, climate change research, and irrigation system design. The ETo is considered for different climatological studies, agriculture-focused studies, drought indices and...
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MDPI AG
2025-03-01
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| author | Tariacuri Marquez-Alvarez Joel Hernandez Bedolla Jesus Pardo-Loaiza Benjamín Lara-Ledesma Constantino Domínguez-Sánchez |
| author_facet | Tariacuri Marquez-Alvarez Joel Hernandez Bedolla Jesus Pardo-Loaiza Benjamín Lara-Ledesma Constantino Domínguez-Sánchez |
| author_sort | Tariacuri Marquez-Alvarez |
| collection | DOAJ |
| description | Reference evapotranspiration (ETo) refers to the combined processes of evaporation and transpiration, which are relevant for hydrology, climate change research, and irrigation system design. The ETo is considered for different climatological studies, agriculture-focused studies, drought indices and climate change as well. From the ETo, water needs can be obtained, and along with precipitation, it is important to determine water availability and drought indices like the Standardized Precipitation Evapotranspiration Index (SPEI). Currently, there are different methods to estimate the ETo based on various climatic variables, which have been proposed for different climates and applied in different regions worldwide. The method standardized by most studies for determining the ETo is the “modified Penman–Monteith” method by the Food and Agriculture Organization (FAO). This method is versatile as it considers different climatic conditions and global latitudes. Due to limited climate data in developing countries like Mexico, alternative methods are used. The present study analyzed 40 comparative methods for determining ETo and their influence on SPEI. The best methods for the study area were chosen, including Hansen, Hargreaves and Samani, and Trajkovic, as they are the best based on the available information in Mexico. Additionally, each equation was adjusted to reduce errors and achieve closer approximations to actual ETo values to obtain the most accurate values possible. The influence on SPEI calculation indicates overestimations in temperature-based methods and underestimations in radiation and mass-transfer-based methods. The SPEI calculation showed fewer errors when using the modified HANSEN equations. In the absence of information, Allen’s temperature-based method is recommended. |
| format | Article |
| id | doaj-art-6529b0db2a204f2eaffd7f255aa3f6bb |
| institution | DOAJ |
| issn | 2077-0472 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Agriculture |
| spelling | doaj-art-6529b0db2a204f2eaffd7f255aa3f6bb2025-08-20T03:08:43ZengMDPI AGAgriculture2077-04722025-03-0115770310.3390/agriculture15070703Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEITariacuri Marquez-Alvarez0Joel Hernandez Bedolla1Jesus Pardo-Loaiza2Benjamín Lara-Ledesma3Constantino Domínguez-Sánchez4Faculty of Civil Engineering, Michoacan University of Saint Nicolas of Hidalgo, Morelia 58030, MexicoFaculty of Civil Engineering, Michoacan University of Saint Nicolas of Hidalgo, Morelia 58030, MexicoFaculty of Civil Engineering, Michoacan University of Saint Nicolas of Hidalgo, Morelia 58030, MexicoFaculty of Civil Engineering, Michoacan University of Saint Nicolas of Hidalgo, Morelia 58030, MexicoFaculty of Civil Engineering, Michoacan University of Saint Nicolas of Hidalgo, Morelia 58030, MexicoReference evapotranspiration (ETo) refers to the combined processes of evaporation and transpiration, which are relevant for hydrology, climate change research, and irrigation system design. The ETo is considered for different climatological studies, agriculture-focused studies, drought indices and climate change as well. From the ETo, water needs can be obtained, and along with precipitation, it is important to determine water availability and drought indices like the Standardized Precipitation Evapotranspiration Index (SPEI). Currently, there are different methods to estimate the ETo based on various climatic variables, which have been proposed for different climates and applied in different regions worldwide. The method standardized by most studies for determining the ETo is the “modified Penman–Monteith” method by the Food and Agriculture Organization (FAO). This method is versatile as it considers different climatic conditions and global latitudes. Due to limited climate data in developing countries like Mexico, alternative methods are used. The present study analyzed 40 comparative methods for determining ETo and their influence on SPEI. The best methods for the study area were chosen, including Hansen, Hargreaves and Samani, and Trajkovic, as they are the best based on the available information in Mexico. Additionally, each equation was adjusted to reduce errors and achieve closer approximations to actual ETo values to obtain the most accurate values possible. The influence on SPEI calculation indicates overestimations in temperature-based methods and underestimations in radiation and mass-transfer-based methods. The SPEI calculation showed fewer errors when using the modified HANSEN equations. In the absence of information, Allen’s temperature-based method is recommended.https://www.mdpi.com/2077-0472/15/7/703evapotranspirationPenman–MonteithSPEIagricultureMulti-SPEI-EToclimate risk |
| spellingShingle | Tariacuri Marquez-Alvarez Joel Hernandez Bedolla Jesus Pardo-Loaiza Benjamín Lara-Ledesma Constantino Domínguez-Sánchez Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI Agriculture evapotranspiration Penman–Monteith SPEI agriculture Multi-SPEI-ETo climate risk |
| title | Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI |
| title_full | Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI |
| title_fullStr | Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI |
| title_full_unstemmed | Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI |
| title_short | Multi Standardized Precipitation Evapotranspiration Index (Multi-SPEI-ETo): Evaluation of 40 Empirical Methods and Their Influence in SPEI |
| title_sort | multi standardized precipitation evapotranspiration index multi spei eto evaluation of 40 empirical methods and their influence in spei |
| topic | evapotranspiration Penman–Monteith SPEI agriculture Multi-SPEI-ETo climate risk |
| url | https://www.mdpi.com/2077-0472/15/7/703 |
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