Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil
The lack of measurement of precipitation in large areas using fine-resolution data is a limitation in water management, particularly in developing countries. However, Version 6 of the Integrated Multi-satellitE Retrievals for GPM (IMERG) has provided a new source of precipitation information with hi...
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doaj-c69761a4cdaf489faaf49f182d2094952021-03-01T00:00:11ZengMDPI AGRemote Sensing2072-42922021-02-011390690610.3390/rs13050906Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, BrazilJéssica G. Nascimento0Daniel Althoff1Helizani C. Bazame2Christopher M. U. Neale3Sergio N. Duarte4Anderson L. Ruhoff5Ivo Z. Gonçalves6Biosystems Engineering Department, College of Agriculture “Luiz de Queiroz”—University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba 13418-900, BrazilAgricultural Engineering Department, Federal University of Viçosa (UFV), Av. Peter Henry Rolfs, s.n., Viçosa 36570-900, BrazilBiosystems Engineering Department, College of Agriculture “Luiz de Queiroz”—University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba 13418-900, BrazilDaugherty Water for Food Global Institute, University of Nebraska, Nebraska Innovation Campus, 2021 Transformation Dr. Street, 3220, Lincoln, NE 68588, USABiosystems Engineering Department, College of Agriculture “Luiz de Queiroz”—University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba 13418-900, BrazilHydraulic Research Institute, Federal University of Rio Grande do Sul, Porto Alegre 91501-970, BrazilBiosystems Engineering Department, College of Agriculture “Luiz de Queiroz”—University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba 13418-900, BrazilThe lack of measurement of precipitation in large areas using fine-resolution data is a limitation in water management, particularly in developing countries. However, Version 6 of the Integrated Multi-satellitE Retrievals for GPM (IMERG) has provided a new source of precipitation information with high spatial and temporal resolution. In this study, the performance of the GPM products (Final run) in the state of Paraná, located in the southern region of Brazil, from June 2000 to December 2018 was evaluated. The daily and monthly products of IMERG were compared to the gauge data spatially distributed across the study area. Quantitative and qualitative metrics were used to analyze the performance of IMERG products to detect precipitation events and anomalies. In general, the products performed positively in the estimation of monthly rainfall events, both in volume and spatial distribution, and demonstrated limited performance for daily events and anomalies, mainly in mountainous regions (coast and southwest). This may be related to the orographic rainfall in these regions, associating the intensity of the rain, and the topography. IMERG products can be considered as a source of precipitation data, especially on a monthly scale. Product calibrations are suggested for use on a daily scale and for time-series analysis.https://www.mdpi.com/2072-4292/13/5/906remote sensing in hydrologyprecipitationperformance evaluationGPM |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jéssica G. Nascimento Daniel Althoff Helizani C. Bazame Christopher M. U. Neale Sergio N. Duarte Anderson L. Ruhoff Ivo Z. Gonçalves |
spellingShingle |
Jéssica G. Nascimento Daniel Althoff Helizani C. Bazame Christopher M. U. Neale Sergio N. Duarte Anderson L. Ruhoff Ivo Z. Gonçalves Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil Remote Sensing remote sensing in hydrology precipitation performance evaluation GPM |
author_facet |
Jéssica G. Nascimento Daniel Althoff Helizani C. Bazame Christopher M. U. Neale Sergio N. Duarte Anderson L. Ruhoff Ivo Z. Gonçalves |
author_sort |
Jéssica G. Nascimento |
title |
Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil |
title_short |
Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil |
title_full |
Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil |
title_fullStr |
Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil |
title_full_unstemmed |
Evaluating the Latest IMERG Products in a Subtropical Climate: The Case of Paraná State, Brazil |
title_sort |
evaluating the latest imerg products in a subtropical climate: the case of paraná state, brazil |
publisher |
MDPI AG |
series |
Remote Sensing |
issn |
2072-4292 |
publishDate |
2021-02-01 |
description |
The lack of measurement of precipitation in large areas using fine-resolution data is a limitation in water management, particularly in developing countries. However, Version 6 of the Integrated Multi-satellitE Retrievals for GPM (IMERG) has provided a new source of precipitation information with high spatial and temporal resolution. In this study, the performance of the GPM products (Final run) in the state of Paraná, located in the southern region of Brazil, from June 2000 to December 2018 was evaluated. The daily and monthly products of IMERG were compared to the gauge data spatially distributed across the study area. Quantitative and qualitative metrics were used to analyze the performance of IMERG products to detect precipitation events and anomalies. In general, the products performed positively in the estimation of monthly rainfall events, both in volume and spatial distribution, and demonstrated limited performance for daily events and anomalies, mainly in mountainous regions (coast and southwest). This may be related to the orographic rainfall in these regions, associating the intensity of the rain, and the topography. IMERG products can be considered as a source of precipitation data, especially on a monthly scale. Product calibrations are suggested for use on a daily scale and for time-series analysis. |
topic |
remote sensing in hydrology precipitation performance evaluation GPM |
url |
https://www.mdpi.com/2072-4292/13/5/906 |
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