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Эта публикация цитируется в 20 научных статьях (всего в 20 статьях)
ОБРАБОТКА ИЗОБРАЖЕНИЙ, РАСПОЗНАВАНИЕ ОБРАЗОВ
Crop growth monitoring through Sentinel and Landsat data based NDVI time-series
M. Booriabc, K. Choudharycad, A. V. Kupriyanovae a Samara National Research University, Moskovskoye Shosse 34, 443086, Samara, Russia
b American Sentinel University, Colorado, USA
c University of Rennes 2, Rennes, France
d The Hong Kong Polytechnic University, Kowloon, Hong Kong
e IPSI RAS – Branch of the FSRC "Crystallography and Photonics" RAS,
Molodogvardeyskaya 151, 443001, Samara, Russia
Аннотация:
Crop growth monitoring is an important phenomenon for agriculture classification, yield estimation, agriculture field management, improve productivity, irrigation, fertilizer management, sustainable agricultural development, food security and to understand how environment and climate change effect on crops especially in Russia as it has a large and diverse agricultural production. In this study, we assimilated monthly crop phenology from January to December 2018 by using the NDVI time series derived from moderate to high Spatio-temporal resolution Sentinel and Landsat data in cropland field at Samara airport area, Russia. The results support the potential of Sentinel and Landsat data derived NDVI time series for accurate crop phenological monitoring with all crop growth stages such as active tillering, jointing, maturity and harvesting according to crop calendar with reasonable thematic accuracy. This satellite data generated NDVI based work has great potential to provide valuable support for assessing crop growth status and the above-mentioned objectives with sustainable agriculture development.
Ключевые слова:
crop phenology, NDVI time-series, Sentinel-2 & Landsat, remote sensing.
Поступила в редакцию: 16.09.2019 Принята в печать: 27.02.2020
Образец цитирования:
М. Бури, К. К. Чодри, А. В. Куприянов
Образцы ссылок на эту страницу:
https://www.mathnet.ru/rus/co803
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Страница аннотации: | 118 | PDF полного текста: | 94 | Список литературы: | 11 |
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