{"title":"应用NDVI评价西南地区杂草入侵危害程度","authors":"Lizhao Wang, Jingjing Peng, Su-hong Liu, Qiang Liu, Yimin Li, Xiaojia Liang","doi":"10.1109/Geoinformatics.2012.6270299","DOIUrl":null,"url":null,"abstract":"The MOD13Q1 product from 2001 to 2007 has been utilized to generate NDVI background data of Yunnan-Guizhou plateau, then the vector composed of annually continuous NDVI values of each pixel was compared with the average value vector of pure pixels covering Crofton weeds and the similarity between each pair of vectors was calculated using SAM algorithm. Based on that, a normalized index to assess the harm degree of Crofton weeds was defined, which was named HCWI (Harm of Crofton Weeds Index). To evaluate the effectively of HCWI, its calculated results at some field investigation points were verified with the field investigation records of Crofton weeds. The results have proved the reliability of HCWI in the assessment of growth density and involving harm degree of Crofton weeds.","PeriodicalId":259976,"journal":{"name":"2012 20th International Conference on Geoinformatics","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of harm degree of Crofton weeds invasion in southwest China with NDVI\",\"authors\":\"Lizhao Wang, Jingjing Peng, Su-hong Liu, Qiang Liu, Yimin Li, Xiaojia Liang\",\"doi\":\"10.1109/Geoinformatics.2012.6270299\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The MOD13Q1 product from 2001 to 2007 has been utilized to generate NDVI background data of Yunnan-Guizhou plateau, then the vector composed of annually continuous NDVI values of each pixel was compared with the average value vector of pure pixels covering Crofton weeds and the similarity between each pair of vectors was calculated using SAM algorithm. Based on that, a normalized index to assess the harm degree of Crofton weeds was defined, which was named HCWI (Harm of Crofton Weeds Index). To evaluate the effectively of HCWI, its calculated results at some field investigation points were verified with the field investigation records of Crofton weeds. The results have proved the reliability of HCWI in the assessment of growth density and involving harm degree of Crofton weeds.\",\"PeriodicalId\":259976,\"journal\":{\"name\":\"2012 20th International Conference on Geoinformatics\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-06-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 20th International Conference on Geoinformatics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/Geoinformatics.2012.6270299\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 20th International Conference on Geoinformatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/Geoinformatics.2012.6270299","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
利用2001 - 2007年MOD13Q1产品生成云贵高原NDVI背景数据,将各像元每年连续NDVI值组成的向量与覆盖Crofton杂草的纯像元平均值向量进行比较,并利用SAM算法计算各对向量的相似度。在此基础上,定义了Crofton weed危害程度的归一化评价指标,命名为HCWI (harm of Crofton weed index)。为了评价HCWI的有效性,将其在一些现场调查点的计算结果与Crofton杂草的现场调查记录进行验证。结果证明了HCWI评价Crofton weed生长密度和涉及危害程度的可靠性。
Assessment of harm degree of Crofton weeds invasion in southwest China with NDVI
The MOD13Q1 product from 2001 to 2007 has been utilized to generate NDVI background data of Yunnan-Guizhou plateau, then the vector composed of annually continuous NDVI values of each pixel was compared with the average value vector of pure pixels covering Crofton weeds and the similarity between each pair of vectors was calculated using SAM algorithm. Based on that, a normalized index to assess the harm degree of Crofton weeds was defined, which was named HCWI (Harm of Crofton Weeds Index). To evaluate the effectively of HCWI, its calculated results at some field investigation points were verified with the field investigation records of Crofton weeds. The results have proved the reliability of HCWI in the assessment of growth density and involving harm degree of Crofton weeds.