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...

Full description

Bibliographic Details
Main Authors: Jéssica G. Nascimento, Daniel Althoff, Helizani C. Bazame, Christopher M. U. Neale, Sergio N. Duarte, Anderson L. Ruhoff, Ivo Z. Gonçalves
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Remote Sensing
Subjects:
GPM
Online Access:https://www.mdpi.com/2072-4292/13/5/906
id doaj-c69761a4cdaf489faaf49f182d209495
record_format Article
spelling 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
work_keys_str_mv AT jessicagnascimento evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT danielalthoff evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT helizanicbazame evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT christophermuneale evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT sergionduarte evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT andersonlruhoff evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
AT ivozgoncalves evaluatingthelatestimergproductsinasubtropicalclimatethecaseofparanastatebrazil
_version_ 1724247422101618688