南加里曼丹塔纳劳特县基于哨兵-2 的 NDVI 方法估算水稻产量的准确性

Abdul Holid Rahmadi, Raihani Wahdah, Fakhrur Razie, Hilda Susanti
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引用次数: 0

摘要

遥感技术在规划过程的每一步都非常有用,已在发达国家和发展中国家的多个地区得到应用。本研究的目的是利用基于 Sentinel-2 的 NDVI 方法解释 Tanah Laut 地区的水稻产量,并确定利用基于 Sentinel-2 的 NDVI 方法估算 Tanah Laut 地区水稻产量的准确性。研究方法包括准备工作、测量原理、数据收集、辐射校正、几何校正、创建植被指数、确定最佳植被指数、估算水稻产量、精度测试、图像分析和水稻生产潜力。这项研究的结果是 y = 0.341 + 4.319 NDVI 的水稻产量估算模型。Tanah Laut 地区的 NDVI 估算结果从 1.36 吨/公顷-1 到 3.36 吨/公顷-1 不等,平均产量为 2.67 吨/公顷-1。分析结果表明,根据 0.749 的判定系数 (R2) 和 0.29 吨/公顷的标准误差 (SE),在 95% 的置信水平下,使用哨兵-2 图像进行的水稻产量 NDVI 估算结果与水稻产量实地调查结果之间没有实际差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AKURASI ESTIMASI PRODUKSI PADI DENGAN METODE NDVI BERDASARKAN SENTINEL-2 DI KABUPATEN TANAH LAUT KALIMANTAN SELATAN
Remote sensing is a technology that is very useful in every step of the planning process and has been used in developed countries and several regions in developing countries. The aim of this research is to interpret rice production in Tanah Laut Regency using the NDVI method based on Sentinel-2 and determine the accuracy of rice production estimates in Tanah Laut Regency using the NDVI method based on Sentinel-2. Research methods include preparation, measurement principles, data collection, radiometric correction, geometric correction, creating a vegetation index, determining the best vegetation index, estimating rice production, accuracy testing, image analysis, and rice production potential. The result of this research is a rice production estimation model of y = 0.341 + 4.319 NDVI. The NDVI estimation results in Tanah Laut Regency range from 1.36 t ha-1 to 3.36 t ha-1 with an average production of 2.67 t ha-1. The results of the analysis show that there is no real difference at the 95% confidence level between the results of the NDVI estimation of rice production using Sentinel-2 imagery and the results of the field survey of rice production based on a coefficient of determination (R2) of 0.749 and a standard error (SE) of 0.29 t ha-1.
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