Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot
Climate change, especially the trend towards global warming, will significantly affect the global hydrological cycle, leading to a general reduction of the water available for agriculture. In this scenario, it is essential that research should focus on the development of ‘water saving’ techniques an...
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doaj-47dfa99ee1764615a70f6d9a43365dff2020-12-07T00:01:39ZengMDPI AGWater2073-44412020-12-01123427342710.3390/w12123427Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center PivotJoão Serrano0Shakib Shahidian1José Marques da Silva2Luís Paixão3Francisco Moral4Rafael Carmona-Cabezas5Sónia Garcia6José Palha7João Noéme8MED—Mediterranean Institute for Agriculture, Environment and Development, Instituto de Investigação e Formação Avançada, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Evora, PortugalMED—Mediterranean Institute for Agriculture, Environment and Development, Instituto de Investigação e Formação Avançada, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Evora, PortugalMED—Mediterranean Institute for Agriculture, Environment and Development, Instituto de Investigação e Formação Avançada, Universidade de Évora, Pólo da Mitra, Ap. 94, 7006-554 Evora, PortugalAgroInsider Lda. (spin-off da Universidade de Évora), 7005-841 Evora, PortugalDepartamento de Expresión Gráfica, Escuela de Ingenierías Industriales, Universidad de Extremadura, Avenida de Elvas S/N, 06006 Badajoz, SpainComplex Geometry, Patterns and Scaling in Natural and Human Phenomena (GEPENA) Research Group, Gregor Mendel Building, Campus Rabanales, University of Cordoba, 14071 Cordoba, SpainTERRAPRO, Technologies Lda., Av. Nossa Senhora Guadalupe, n° 63 Porto Alto, 2135-015 Samora Correia, PortugalPereira Palha Agricultura, LDA, Monte de Santo Isidro, 2135-401 Samora Correia, PortugalTERRAPRO, Technologies Lda., Av. Nossa Senhora Guadalupe, n° 63 Porto Alto, 2135-015 Samora Correia, PortugalClimate change, especially the trend towards global warming, will significantly affect the global hydrological cycle, leading to a general reduction of the water available for agriculture. In this scenario, it is essential that research should focus on the development of ‘water saving’ techniques and technologies. This work summarizes the methodology followed in a project for large scale implementation of variable rate irrigation (VRI) systems using center pivots in corn crop. This is based on technologies for monitoring (i) soil electrical conductivity (EC<sub>a</sub>) and altimetry, (ii) soil moisture content, (iii) vegetation indices (Normalized Difference Vegetation Index, NDVI) obtained from satellite images, and automatic pivot travel speed control technologies. EC<sub>a</sub> maps were the basis for the definition of first homogeneous management zones (HMZ) in an experimental corn field of 28 ha. NDVI time-series were used to establish the subsequent HMZ and the respective dynamic prescription irrigation maps. The main result of this study was the reduction of spatial yield variability with the VRI management in 2017 compared to the conventional irrigation management. This study demonstrates how a relatively simple approach could be designed and implemented on a large scale, which represents an important and sustainable contribution to the resolution of practical farmer issues.https://www.mdpi.com/2073-4441/12/12/3427variable rate irrigationprecision agricultureefficient use of watersoil electrical conductivitynormalized difference vegetation index |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
João Serrano Shakib Shahidian José Marques da Silva Luís Paixão Francisco Moral Rafael Carmona-Cabezas Sónia Garcia José Palha João Noéme |
spellingShingle |
João Serrano Shakib Shahidian José Marques da Silva Luís Paixão Francisco Moral Rafael Carmona-Cabezas Sónia Garcia José Palha João Noéme Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot Water variable rate irrigation precision agriculture efficient use of water soil electrical conductivity normalized difference vegetation index |
author_facet |
João Serrano Shakib Shahidian José Marques da Silva Luís Paixão Francisco Moral Rafael Carmona-Cabezas Sónia Garcia José Palha João Noéme |
author_sort |
João Serrano |
title |
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot |
title_short |
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot |
title_full |
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot |
title_fullStr |
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot |
title_full_unstemmed |
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot |
title_sort |
mapping management zones based on soil apparent electrical conductivity and remote sensing for implementation of variable rate irrigation—case study of corn under a center pivot |
publisher |
MDPI AG |
series |
Water |
issn |
2073-4441 |
publishDate |
2020-12-01 |
description |
Climate change, especially the trend towards global warming, will significantly affect the global hydrological cycle, leading to a general reduction of the water available for agriculture. In this scenario, it is essential that research should focus on the development of ‘water saving’ techniques and technologies. This work summarizes the methodology followed in a project for large scale implementation of variable rate irrigation (VRI) systems using center pivots in corn crop. This is based on technologies for monitoring (i) soil electrical conductivity (EC<sub>a</sub>) and altimetry, (ii) soil moisture content, (iii) vegetation indices (Normalized Difference Vegetation Index, NDVI) obtained from satellite images, and automatic pivot travel speed control technologies. EC<sub>a</sub> maps were the basis for the definition of first homogeneous management zones (HMZ) in an experimental corn field of 28 ha. NDVI time-series were used to establish the subsequent HMZ and the respective dynamic prescription irrigation maps. The main result of this study was the reduction of spatial yield variability with the VRI management in 2017 compared to the conventional irrigation management. This study demonstrates how a relatively simple approach could be designed and implemented on a large scale, which represents an important and sustainable contribution to the resolution of practical farmer issues. |
topic |
variable rate irrigation precision agriculture efficient use of water soil electrical conductivity normalized difference vegetation index |
url |
https://www.mdpi.com/2073-4441/12/12/3427 |
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