Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt
Mohmoud Hassan Abdelmegeed, M., Osama El-Ansary, D., Hassan Abdel-Kader, F., Ali Kassem, H. (2023). Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt. EKB Journal Management System, 44(3), 283-301. doi: 10.21608/asejaiqjsae.2023.309321
Moustafa Mohmoud Hassan Abdelmegeed; Diaa Osama El-Ansary; Fawzy Hassan Abdel-Kader; Hassan Ali Kassem. "Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt". EKB Journal Management System, 44, 3, 2023, 283-301. doi: 10.21608/asejaiqjsae.2023.309321
Mohmoud Hassan Abdelmegeed, M., Osama El-Ansary, D., Hassan Abdel-Kader, F., Ali Kassem, H. (2023). 'Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt', EKB Journal Management System, 44(3), pp. 283-301. doi: 10.21608/asejaiqjsae.2023.309321
Mohmoud Hassan Abdelmegeed, M., Osama El-Ansary, D., Hassan Abdel-Kader, F., Ali Kassem, H. Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt. EKB Journal Management System, 2023; 44(3): 283-301. doi: 10.21608/asejaiqjsae.2023.309321

Detecting Variability and Analyzing Vineyards Vegetation Characteristics Using Satellite Remote Sensing Data in Aswan, Egypt

Alexandria Science Exchange Journal
Article 3, Volume 44, Issue 3, September 2023, Page 283-301  XML PDF (1.03 MB)
Document Type: Original Article
DOI: 10.21608/asejaiqjsae.2023.309321
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Authors
Moustafa Mohmoud Hassan Abdelmegeed email 1; Diaa Osama El-Ansary* 2; Fawzy Hassan Abdel-Kader* 3; Hassan Ali Kassem* 2
1postgraduate student , Department of Pomology , Faculty of Agriculture, El-Shatby , University of Alexandria, Alexandria ,Egypt.
2Department of Pomology, Faculty of Agriculture (El- shatby), Alexandria University, Alexandria, Egypt.
3Department of Soil and Water Sciences, Faculty of Agriculture (El- shatby), Alexandria University, Alexandria, Egypt.
Abstract
Agriculture, being a labor-intensive sector, plays a crucial role in ensuring food security. Scientific advancements have rapidly influenced various fields, including agriculture, with significant impacts on genetics, plant science, environmental studies, climate research, land management, machinery, technology, and remote sensing. These advancements have resulted in improved resource management, leading to a reduction in food crises and famines. The focus of the study was on utilizing satellites images to monitor changes in vegetative growth grapevines, specifically using Sentinel-1 and Satellites-2. The study confirmed the effectiveness of these satellites data in accurately monitoring leaf changes by analyzing the VH and VV bands of Sentinel-1, as well as the NDVI bands 8-4, 5-6, 5-7, and 5-8a of Sentinel-2. The relationships between these bands and leaf changes showed   significant values of 0.72, 0.42, 0.51, 0.51, and 0.52, respectively. However, lower accuracy was observed for chlorophyll. These findings highlight the high precision of satellites in monitoring changes in vegetative growth of grapevines and underscore the importance of developing improved techniques for monitoring and analyzing chlorophyll. That leads in future, to apply pressing Agriculture.
 
Keywords
Aswan; Satellite remote sensing; Sentinel-1; Sentinel-2; NDVI; Vineyards vegetation; Red edge; Regression analysis
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