Distinguishing Growth Stages of Wheat Crop by Remote Sensing Techniques and Time Series Analysis

Publish Year: 1401
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_BBR-1-1_003

تاریخ نمایه سازی: 28 خرداد 1401

Abstract:

Remote sensing has attracted the attentions by providing a broad and comprehensive view of the world. The use of remote sensing in various fields such as agriculture is constantly expanding. Spectral bands in visible and infrared ranges can be used to discriminate between phenomena and ground cover by computing various spectral indices. Investigating plant physiology is essential to know the physiological and ecological aspects of plant functions. In this study, images of Sentinel-۲ satellite were used to compute spectral indices and correlate them with phenological stages of wheat crop in two agricultural centers in Fars province, Iran. Zadoks scale is one of the most reputed methods to state growth stages of wheat crop. The Zadoks scale uses two-digit codes to demonstrate different phenological processes. In this study, nine growing stages were carefully identified using ground truth method. After calculating two spectral indices of normalized difference vegetation index (NDVI) and soil adjusted vegetation index (SAVI) on satellite images of various dates during the growing season, NDVI and SAVI time series were generated. Each time series image consisted of nine bands, each band being an image obtained from a wheat growing stage. Study the trend between NDVI and SAVI indices and the Zadoks scale showed that the phenological stages of wheat can be identified using remote sensing technology.

Authors

Mehdi Saadikhani

Biosystems Engineering Dept. Shahid Bahonar University of Kerman

Mohammadmehdi Maharlooei

Biosystem Engineering, Shahid Bahonar University of Kerman, Kerman, Iran

Mohammadali Rostami

Agricultural Engineering Research Department, Fars Agricultural and Natural Resource Research and Education Center, AREEO, Shiraz, Iran

Mohsen Edalat

Dept of Plant production and Genetics, Shiraz University

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  • Bounoua, L, Collatz, G, Los, S, Sellers, P, Dazlich, D, ...
  • Decuyper, M, Chávez, RO, Lohbeck, M, Lastra, JA, Tsendbazar, N, ...
  • Eva, H and Lambin, EF (۱۹۹۸). Remote sensing of biomass ...
  • Farg, E, Arafat, S, Abd El-Wahed, M and El-Gindy, A ...
  • Guo, C, Zhang, L, Zhou, X, Zhu, Y, Cao, W, ...
  • Hu, P, Sharifi, A, Tahir, MN, Tariq, A, Zhang, L, ...
  • Huete, AR (۱۹۸۸). A soil-adjusted vegetation index (SAVI). Remote Sensing ...
  • Hunt, R (۲۰۱۲). Basic growth analysis: plant growth analysis for ...
  • Jawak, SD and Luis, AJ (۲۰۱۳). A spectral index ratio-based ...
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  • Nouri, H, Anderson, S, Sutton, P, Beecham, S, Nagler, P, ...
  • Rahnama, S, Maharlooei, M, Rostami, M and Maghsoudi, H. (۲۰۱۸). ...
  • Reynolds, M, Pask, A and Mullan, D (۲۰۱۲). Physiological breeding ...
  • Senay, G and Elliott, R (۲۰۰۰). Combining AVHRR-NDVI and landuse ...
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  • Xue, J and Su, B (۲۰۱۷). Significant remote sensing vegetation ...
  • Yuping, M, Shili, W, Li, Z, Yingyu, H, Liwei, Z, ...
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