[1]巫明焱,董光,税丽,等.基于Landsat 8影像的济宁市春季主要作物种植面积变化监测[J].江苏农业学报,2018,(03):559-569.[doi:doi:10.3969/j.issn.1000-4440.2018.03.012]
 WU Ming-yan,DONG Guang,SHUI Li,et al.Change detection of main spring crops area in Jining based on Landsat 8 images[J].,2018,(03):559-569.[doi:doi:10.3969/j.issn.1000-4440.2018.03.012]
点击复制

基于Landsat 8影像的济宁市春季主要作物种植面积变化监测()
分享到:

江苏农业学报[ISSN:1006-6977/CN:61-1281/TN]

卷:
期数:
2018年03期
页码:
559-569
栏目:
耕作栽培·资源环境
出版日期:
2018-06-25

文章信息/Info

Title:
Change detection of main spring crops area in Jining based on Landsat 8 images
作者:
巫明焱12董光12税丽12胡大川12程武学12范曙峰3
(1.四川师范大学地理与资源科学学院中心实验室,四川成都610101;2.四川师范大学西南土地资源评价与监测教育部重点实验室,四川成都610068;3.江苏省常州市武进区林业工作站,江苏常州213159)
Author(s):
WU Ming-yan12DONG Guang12SHUI Li12HU Da-chuan12CHENG Wu-xue12FAN Shu-feng3
(1 .Central Laboratory, Faculty of Geography and Resources Science, Sichuan Normal University, Chengdu 610101,China;2.Key Laboratory of Land Resources Evaluation and Monitoring in Southwest, Ministry of Education, Sichuan Normal University, Chengdu 610068,China;3.The Forestry Workstation of Wujin District, Changzhou 213159, China)
关键词:
冬小麦大蒜多光谱遥感农作物种植面积提取监测
Keywords:
winter wheatgarlicmultispectral remote sensingdetection of crop planting area extraction
分类号:
S127
DOI:
doi:10.3969/j.issn.1000-4440.2018.03.012
文献标志码:
A
摘要:
准确快速获取小春作物的播种面积、空间分布及年际时空变化信息,可为农业部门制定政策、合理安排生产提供依据。利用多期Landsat 8影像,综合不同作物的光谱特征、纹理、NDVI值等信息,分别建立多时相小春作物提取模型,获取济宁市小麦和大蒜的种植信息,分析其时空动态变化。研究结果表明,济宁市大蒜和小麦的种植具有明显的区域性。小麦在农业生产上占据主导地位,空间分布广泛且较为稳定,种植重心偏移量较小且呈逐年下降趋势,其固定种植区的面积每年均稳定在 3.2×105 hm2左右,2014-2017年,种植面积先增加后减少,但波动幅度较小;大蒜种植区主要集中在金乡县和鱼台县,受气象状况和市场影响,其种植面积呈现先减少后增加的趋势,波动幅度较大,空间分布变化也较为明显,种植重心偏移现象突出。本研究采用面向对象分类方法提取济宁市春季主要作物种植信息,可为农业部门掌握小春作物种植情况,制定农业政策提供一定的技术支持。
Abstract:
Accurately and quickly obtaining the planting area of spring crops, spatial distribution and change information, which could provide the basis for the agricultural sector in the development of production plan. Based on Landsat 8 images, the spectral characteristics, texture and NDVI values of different crops were used to establish the spring crop extraction model, and the planting information of wheat and garlic in Jining was obtained. Then, the changes of crops in time and space were analyzed. The results showed that the planting of garlic and wheat in Jining had obvious regionality. The spatial distribution of wheat was broad and stable, and the moving distance of planting core area was small. The changeless land area for wheat cultivation was about 3.2×105 hm2 in every year. From 2014 to 2017, the planting area of wheat was increased first and then decreased. Garlic was mainly concentrated in Jinxiang and Yutai. Under the influence of the weather and the market, the planting area of garlic was decreased first and then increased, the changes of spatial distribution were significant, and the moving distance of planting core area was very large. The main crop planting information was extracted based on object-oriented method in this study, the results were helpful to master the planting information of spring crops for agricultural sector and could provide technical support for establishing agriculture policy.

参考文献/References:

[1]顾本文,吉文娟. 灰色关联度分析在云南小春作物产量预报中的应用[J]. 干旱地区农业研究, 2006, 24(3):45-48.
[2]许文波,张国平,范锦龙,等. 利用MODIS遥感数据监测冬小麦种植面积[J]. 农业工程学报, 2007, 23(12):144-149.
[3]VAN NIEL T G, MCVICAR T R. Determining temp oral windows for crop discrimination with remote sensing: a case study in south-eastern Australia[J]. Computers & Electronics in Agriculture,2004, 45(1-3):91-108.
[4]冯雪力,刘廷玺,吴世新.基于遥感抽样的新疆农区耕地利用率及其空间分异特征[J].江苏农业科学,2017,45(12):205-208.
[5]林子晶,李卫国,申双和,等. HJ星和GF1号数据在水稻种植面积提取中的应用[J].江苏农业学报,2016,32(1):111-117.
[6]胡显伟, 汪彪. 基于多时相资源一号04星多光谱影像的土地利用分类 ——以海南西北部地区为例[J].南方农业学报 ,2016,47(10):1807-1813.
[7]单捷,孙玲,于堃,等.基于不同时相高分一号卫星影像的水稻种植面积监测研究[J].江苏农业科学,2017,45(22):229-232.
[8]李峰,谢磊,王昊,等. 基于GF-1影像的冬小麦面积提取及年际变化动态监测[J].山东农业科学,2017,49(8):139-144.
[9]马丽,顾晓鹤,徐新刚,等. 地块数据支持下的玉米种植面积遥感测量方法[J]. 农业工程学报, 2009, 25(8):147-151.
[10]王久玲,黄进良,王立辉,等. 面向对象的多时相HJ星影像甘蔗识别方法[J]. 农业工程学报, 2014, 30(11):145-151.
[11]黄健熙,侯矞焯,苏伟,等. 基于GF-1 WFV数据的玉米与大豆种植面积提取方法[J]. 农业工程学报, 2017, 33(7):164-170.
[12]BAATZ M, SCHAPE A. Object-Oriented and multi-scale image analysis in semantic networks. Proceedings of the 2nd International Symposium on Operationalization of Remote Sensing[C]. Enschede: ITC,1999.
[13]GAO YAN, MAS J F, MAATHUIS B H P, et al. Comparison of pixel-based and object-oriented image classification approaches-a case study in a coal fire area, Wuda, Inner Mongolia, China[J]. International Journal of Remote Sensing, 2006, 27(18):4039-4055.
[14]罗开盛,李仁东,常变蓉,等. 面向对象的湖北省土地覆被变化遥感快速监测[J]. 农业工程学报, 2013, 29(24):260-267.
[15]肖艳,姜琦刚,王斌,等. 基于Relief F和PSO混合特征选择的面向对象土地利用分类[J].农业工程学报, 2016,32(4):211-216.
[16]李卫国,蒋楠. 基于面向对象分类的冬小麦种植面积提取[J]. 麦类作物学报, 2012, 32(4):701-705.
[17]易凤佳,李仁东,常变蓉,等. 面向对象的丘陵区水田遥感识别方法[J]. 农业工程学报, 2015, 31(11):186-193.
[18]莫利江,曹宇,胡远满,等. 面向对象的湿地景观遥感分类——以杭州湾南岸地区为例[J]. 湿地科学, 2012, 10(2):206-213.
[19]崔一娇,朱琳,赵力娟,等. 基于面向对象及光谱特征的植被信息提取与分析[J]. 生态学报, 2013, 33(3):867-875.
[20]吕建树,吴泉源,张祖陆,等. 基于RS和GIS的济宁市土地利用变化及生态安全研究[J]. 地理科学,2012,32(8):928-935.
[21]贾明明,王宗明,张柏,等. 综合环境卫星与MODIS数据的面向对象土地覆盖分类方法[J]. 武汉大学学报(信息科学版),2014,39(3):305-310.
[22]邓书斌,陈秋锦,杜会建,等.ENVI遥感图像处理方法(第2版)[M].北京:高等教育出版社,2014.
[23]张森,陈健飞,龚建周. 面向对象分类的决策树方法探讨——以Landsat-8OLI为例[J]. 测绘科学,2016,41(6):117-121,125.
[24]杨述平. 归一化植被指数测量技术研究[J]. 应用基础与工程科学学报,2004,12(3):329-333.
[25]ROUSE J W J, HAAS R H, SCHELL J A, et al. Monitoring vegetation systems in the great plains with erts[J]. Nasa Special Publication, 1974, 351:309.
[26]黄慧萍. 面向对象影像分析中的尺度问题研究[D].北京:中国科学院,2003.
[27]胡琼,吴文斌,宋茜,等. 农作物种植结构遥感提取研究进展[J]. 中国农业科学,2015,48(10):1900-1914.
[28]余凌翔,朱勇,鲁韦坤,等.基于HJ-1CCD遥感影像的西双版纳橡胶种植区提取[J]. 中国农业气象,2013,34(4):493-497.
[29]李晓锦. 基于混合像元分解的植被覆盖度估算及动态变化分析[D].西安:西北大学,2011.
[30]王利民,刘佳,杨玲波,等. 基于NDVI加权指数的冬小麦种植面积遥感监测[J]. 农业工程学报, 2016, 32(17):127-135.
[31]张军. 基于MODIS遥感数据的山东省济宁市冬小麦面积估算研究[D].南京:南京大学,2012.

相似文献/References:

[1]孙艳军,史珑燕,徐刚,等.锌肥施用量对大蒜产量、品质及矿质元素含量的影响[J].江苏农业学报,2016,(04):891.[doi:10.3969/j.issn.100-4440.2016.04.028]
 SUN Yan-jun,SHI Long-yan,XU Gang,et al.Yield, quality and mineral element content of garlic in response to zinc fertilization[J].,2016,(03):891.[doi:10.3969/j.issn.100-4440.2016.04.028]
[2]葛道阔,曹宏鑫,马晓群,等.基于作物生长模型的小麦旱涝敏感性分析与损失评估[J].江苏农业学报,2016,(06):1302.[doi:doi:10.3969/j.issn.1000-4440.2016.06.017]
 GE Dao-kuo,CAO Hong-xin,MA Xiao-qun,et al.Sensitivity analysis and damage assessment for wheat drought and waterlogged based on crop growth model[J].,2016,(03):1302.[doi:doi:10.3969/j.issn.1000-4440.2016.06.017]
[3]王薇薇,郭军,梅燚,等.大蒜种质资源的综合评价与聚类分析[J].江苏农业学报,2017,(02):397.[doi:doi:10.3969/j.issn.1000-4440.2017.02.025]
 WANG Wei-wei,GUO Jun,MEI Yi,et al.Comprehensive evaluation and clustering analysis of garlic germplasm resources[J].,2017,(03):397.[doi:doi:10.3969/j.issn.1000-4440.2017.02.025]
[4]金正婷,李卫国,景元书.基于影像融合的冬小麦种植面积提取适宜尺度研究[J].江苏农业学报,2015,(06):1312.[doi:doi:10.3969/j.issn.1000-4440.2015.06.018]
 JIN Zheng-ting,LI Wei-guo,JING Yuan-shu.Appropriate extraction scale of winter wheat planting area based on image fusion[J].,2015,(03):1312.[doi:doi:10.3969/j.issn.1000-4440.2015.06.018]
[5]肇思迪,娄运生,庞渤,等.UV-B辐射增强下施硅对冬小麦光合特性和产量的影响[J].江苏农业学报,2017,(05):1036.[doi:doi:10.3969/j.issn.1000-4440.2017.05.012]
 ZHAO Si-di,LOU Yun-sheng,PANG Bo,et al.Effects of silicate application on photosynthesis and yield in winter wheat under elevated UV-B radiation[J].,2017,(03):1036.[doi:doi:10.3969/j.issn.1000-4440.2017.05.012]
[6]葛道阔,曹宏鑫,杨余旺,等.基于WCSODS的小麦旱涝灾损区域化监测与精细化评估[J].江苏农业学报,2017,(05):1062.[doi:doi:10.3969/j.issn.1000-4440.2017.05.016]
 GE Dao-kuo,CAO Hong-xin,YANG Yu-wang,et al.Regional monitoring and refined assessment for damage from wheat drought and waterlogging based on WCSODS[J].,2017,(03):1062.[doi:doi:10.3969/j.issn.1000-4440.2017.05.016]
[7]郭文琦,张培通,李春宏,等.大蒜苗期农艺性状与青蒜产量的关系[J].江苏农业学报,2018,(06):1319.[doi:doi:10.3969/j.issn.1000-4440.2018.06.017]
 GUO Wen-qi,ZHANG Pei-tong,LI Chun-hong,et al.The relationship between main agronomic traits and yield of garlic sprout during garlic seedling stage[J].,2018,(03):1319.[doi:doi:10.3969/j.issn.1000-4440.2018.06.017]
[8]李卫国,顾晓鹤,葛广秀,等.县域冬小麦病害遥感监测信息系统研制[J].江苏农业学报,2019,(02):302.[doi:doi:10.3969/j.issn.1000-4440.2019.02.009]
 LI Wei-guo,GU Xiao-he,GE Guang-xiu,et al.Development of remote sensing monitoring information system for county scale winter wheat diseases[J].,2019,(03):302.[doi:doi:10.3969/j.issn.1000-4440.2019.02.009]
[9]单捷,孙玲,王志明,等.GF-1影像遥感监测指标与冬小麦长势参数的关系[J].江苏农业学报,2019,(06):1323.[doi:doi:10.3969/j.issn.1000-4440.2019.06.008]
 SHAN Jie,SUN Ling,WANG Zhi-ming,et al.Relationship between remote sensing monitoring indices and growth parameters in winter wheat based on GF-1 images[J].,2019,(03):1323.[doi:doi:10.3969/j.issn.1000-4440.2019.06.008]
[10]高丹娜,吴淑华,涂丽琴,等.河南大蒜韭葱黄条病毒的分子鉴定及其系统进化分析[J].江苏农业学报,2020,(04):875.[doi:doi:10.3969/j.issn.1000-4440.2020.04.010]
 GAO Dan-na,WU Shu-hua,TU Li-qin,et al.Molecular identification and phylogenetic analysis of leek yellow stripe virus from garlic in Henan province[J].,2020,(03):875.[doi:doi:10.3969/j.issn.1000-4440.2020.04.010]

备注/Memo

备注/Memo:
收稿日期:2017-09-11 基金项目:国家自然科学基金项目(41371125);四川省科技厅项目(2017JY0155);四川省教育厅重点项目(13ZA0148) 作者简介:巫明焱(1992-),男,四川乐山人,硕士研究生,研究方向为遥感理论技术及应用,(E-mail)image715@foxmail.com 通讯作者:程武学,(E-mail)cwx714826@163.com
更新日期/Last Update: 2018-07-04