Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions

Rice (<i>Oryza sativa</i> L.) farmers in Mediterranean regions usually apply organic or mineral fertilizers before seeding that are supplemented with mineral nitrogen (N) later in the season. In general, the midseason N is applied without consideration of the actual crop N status, which...

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Main Authors: Beatriz Moreno-García, Mª Auxiliadora Casterad, Mónica Guillén, Dolores Quílez
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/10/12/1908
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spelling doaj-d286f77edd5340deba09b7bcf5eb45d02020-11-24T23:31:41ZengMDPI AGRemote Sensing2072-42922018-11-011012190810.3390/rs10121908rs10121908Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean RegionsBeatriz Moreno-García0Mª Auxiliadora Casterad1Mónica Guillén2Dolores Quílez3Unidad de Suelos y Riegos (asociada a EEAD-CSIC), Centro de Investigación y Tecnología Agroalimentaria de Aragón, Avda Montañana 930, 50059 Zaragoza, SpainUnidad de Suelos y Riegos (asociada a EEAD-CSIC), Centro de Investigación y Tecnología Agroalimentaria de Aragón, Avda Montañana 930, 50059 Zaragoza, SpainUnidad de Suelos y Riegos (asociada a EEAD-CSIC), Centro de Investigación y Tecnología Agroalimentaria de Aragón, Avda Montañana 930, 50059 Zaragoza, SpainUnidad de Suelos y Riegos (asociada a EEAD-CSIC), Centro de Investigación y Tecnología Agroalimentaria de Aragón, Avda Montañana 930, 50059 Zaragoza, SpainRice (<i>Oryza sativa</i> L.) farmers in Mediterranean regions usually apply organic or mineral fertilizers before seeding that are supplemented with mineral nitrogen (N) later in the season. In general, the midseason N is applied without consideration of the actual crop N status, which may lead to over-fertilization and associated environmental problems. Thus, the purpose of this study was to design and evaluate a N recommendation approach using aerial images for Mediterranean paddy rice systems. A two-year rice field experiment was established in northeastern Spain, with different rates of pig slurry (PS) and mineral N fertilizer. Multispectral aerial images were taken at the rice booting stage, and several vegetation indices (VIs) were calculated. The VIs showed strong relationships with yield and the relations significantly differed between the PS and mineral fertilization treatments. The strongest relations with yield were obtained with gMCARI<sub>NIR</sub>, proposed in this study, (R<sup>2</sup> = 0.67), GNDVI (R<sup>2</sup> = 0.64) and MCARI<sub>NIR</sub> (R<sup>2</sup> = 0.64), indicating the importance of including the green band information. The N recommendation approach generated using the VIs information showed a high success (87.5%) in the preliminary evaluation. The economic and environmental analysis showed that this approach provides a useful tool when compared to the usual farmer practices.https://www.mdpi.com/2072-4292/10/12/1908flooded ricepig slurryaerial remote sensingvegetation indicesN recommendation approachMediterranean conditions
collection DOAJ
language English
format Article
sources DOAJ
author Beatriz Moreno-García
Mª Auxiliadora Casterad
Mónica Guillén
Dolores Quílez
spellingShingle Beatriz Moreno-García
Mª Auxiliadora Casterad
Mónica Guillén
Dolores Quílez
Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
Remote Sensing
flooded rice
pig slurry
aerial remote sensing
vegetation indices
N recommendation approach
Mediterranean conditions
author_facet Beatriz Moreno-García
Mª Auxiliadora Casterad
Mónica Guillén
Dolores Quílez
author_sort Beatriz Moreno-García
title Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
title_short Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
title_full Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
title_fullStr Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
title_full_unstemmed Agronomic and Economic Potential of Vegetation Indices for Rice N Recommendations under Organic and Mineral Fertilization in Mediterranean Regions
title_sort agronomic and economic potential of vegetation indices for rice n recommendations under organic and mineral fertilization in mediterranean regions
publisher MDPI AG
series Remote Sensing
issn 2072-4292
publishDate 2018-11-01
description Rice (<i>Oryza sativa</i> L.) farmers in Mediterranean regions usually apply organic or mineral fertilizers before seeding that are supplemented with mineral nitrogen (N) later in the season. In general, the midseason N is applied without consideration of the actual crop N status, which may lead to over-fertilization and associated environmental problems. Thus, the purpose of this study was to design and evaluate a N recommendation approach using aerial images for Mediterranean paddy rice systems. A two-year rice field experiment was established in northeastern Spain, with different rates of pig slurry (PS) and mineral N fertilizer. Multispectral aerial images were taken at the rice booting stage, and several vegetation indices (VIs) were calculated. The VIs showed strong relationships with yield and the relations significantly differed between the PS and mineral fertilization treatments. The strongest relations with yield were obtained with gMCARI<sub>NIR</sub>, proposed in this study, (R<sup>2</sup> = 0.67), GNDVI (R<sup>2</sup> = 0.64) and MCARI<sub>NIR</sub> (R<sup>2</sup> = 0.64), indicating the importance of including the green band information. The N recommendation approach generated using the VIs information showed a high success (87.5%) in the preliminary evaluation. The economic and environmental analysis showed that this approach provides a useful tool when compared to the usual farmer practices.
topic flooded rice
pig slurry
aerial remote sensing
vegetation indices
N recommendation approach
Mediterranean conditions
url https://www.mdpi.com/2072-4292/10/12/1908
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