Please use this identifier to cite or link to this item: http://hdl.handle.net/11455/33070
標題: 台灣嘉義地區植生指標與土地利用之關連性研究
A study on the relationship between NDVI and land use in Chiayi, Taiwan
作者: 張家銘
Chang, Chia-ming
關鍵字: 植生指標(NDVI)
Normalized difference vegetation index (NDVI)
希爾伯特黃轉換(HHT)
嘉義
農作型態
Hilbert-Huang Transform (HHT)
Chiayi
cultivation patterns
出版社: 水土保持學系所
引用: 1.白文龍、張福平、倪海燕、劉焱序、劉宪鋒(2013),關中地區植被覆蓋變化及其對氣候因子的響應研究,農業現代化研究,34:104-108。 2.江鴻鑫、夏榮生(2009),經驗模態分解法於信號分解之研究,中華民國地圖學會會刊,15:77-85。 3.陳俊哲、楊金將、陳珠燕、張彬、徐滄淇、王宏基、劉建慧(1994),利用衛星影像資料改進稻作種植面積自動估測及生育查報計畫,國立中央大學及遙測研究中心研究計畫報告。 4.陳青(2009),MODIS時間序列影像應用於稻米之判釋,國立中央大學土木工程學系,碩士論文,113頁。 5.黃思維(2010),應用經驗模態分解法分析多時期SPOT衛星影像上一年兩期之稻作,國立中央大學土木工程學系,碩士論文,131頁。 6.孫艷玲、郭鵬、延曉冬、趙天寶(2010),內蒙古植被覆蓋變化及其與氣候、人類活動的關係,自然資源學報,25:407-414。 7.Bartholome, E.& Combal, B. , et al. (2006), "S10 NDVI", VGT4Africa User Manual, 2006, first ed. 8.Bradshaw, G. A. (1990). “Semivariograms of digital imagery for analysis of conifer canopy structure. ”, Remote Sensing. 34: 167-178. 9.Bradley, B. A., Jacob, R. W., Hermance, J. F., & Mustard, J. F. (2007), “A curve fitting procedure to derive inter-annual phenologies from time series of noisy satellite NDVI data”, Remote Sensing of Environment, 106(2), 137-145. doi: DOI 10.1016/j.rse.2006.08.002 10.Cohen, W.B. (1991), “Response of vegetation indices to changes in three measures of leaf water spree”, Photogrammetric Engineering and Remote Sensing, 57(2), 195-202. 11.Chen, C. F., N. T. Son, et al. (2012). “Monitoring of rice cropping intensity in the upper Mekong Delta, Vietnam using time-series MODIS data. ” , Advances in Space Research 49(2): 292-301. 12.Delbart, N. D., T. L. Toan, and V. Fedotova. (2006), “Remote sensing of spring phenology in broreal regions: A free of snow-effect method using NOAA-AVHRR and SPOT-VGT data (1982-2004) ”, Remote Sensing of Environment 101:52-62. 13.Huang, N.E., Shen, Z., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C., Liu, H.H. (1998), “The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis”, Proceedings of Royal Society of London Series A 454, 903–995. 14.Hurtrez, J.E., Sol, C. and Lucazeau, F. (1999), “Effect of drainage area on hypsometry from an analysis of small-scale drainage basins in the Siwalik Hills (Central Nepal) ”, Earth Surface Processes and Landforms, 24(9):799-808. 15.Nemani, R. R., Keeling, C. D., Hashimoto, H., Jolly, W. M., Piper, S. C., Tucker, C. J., Myneni RB, Running, S. W. (2003), “Climate-driven increases in global terrestrial net primary production from 1982 to 1999”, Science, 300(5625), 1560-1563. 16.Vision on Technology (VITO). 2008. Free Vegetation Product. Boeretang, Belgium: Image Processing And Archiving Centre, VITO.
摘要: 本論文主要探討嘉義地區的植物生長情況、降雨量與氣溫的相互關係。本論文以土地利用情形與地形分布為基礎,將此區域分成五大區塊: 城市區、稻作區、旱作區、果樹區與森林區,並收集嘉義地區1998~2012年之間的SPOT/VEGETATION衛星影像所提供的常態化差值植生指標(Normalized Difference Vegetation Index, NDVI)與中央氣象局降雨量和氣溫資料,利用希爾伯特-黃轉換(Hilbert-Huang transform, HHT)進行時頻分析,獲得NDVI、降雨量與氣溫資料的時頻圖,探討植生生長週期與農作型態的關聯性。最後以皮爾森積差(Pearson Correlation Analysis)相關分析植生指標、降雨量與氣溫之間的關聯性。
This study presented the relationship among the district vegetation growth conditions, rainfall and temperature in Chiayi area. Based on the land used situation and topographic pattern of Chiayi. The study area is divided into five categories as: city, rice cultivation, dry cultivation, orchard and forest regions. The research also collected the normalized difference vegetation index (NDVI) derived from SPOT-VEGETATION during 1998 – 2012, and the rainfall as well as temperature recorded gathered from Central Weather Bureau. The Hilbert-Huang transform (HHT) was used to analyze the time series data and to obtain the time-frequency spectrograms of NDVI, rainfall, and temperature. The Pearson correlation analysis was also used to obtain the relationship among vegetation index, temperature, and rainfall.
URI: http://hdl.handle.net/11455/33070
其他識別: U0005-2108201321260400
文章連結: http://www.airitilibrary.com/Publication/alDetailedMesh1?DocID=U0005-2108201321260400
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