“全球农情遥感速报系统(CropWatch)”新进展
|
摘要
目前由中国科学院遥感应用研究所建设和运行的"全球农情遥感速报系统",是世界上开展全球尺度农情遥感业务监测的主要运行系统之一,可以在中国和全球尺度提供作物长势、单产、种植面积、产量和旱情等农情信息。自1998年建设至今,已经发展成为一个独立运行、监测内容全面、技术先进、监测结果可靠,并具有快速响应能力的系统。2004年,《遥感学报》(第8卷第6期)对该系统的主要技术方法进行了系统介绍。2005—2009年,通过对CropWatch的不断完善,提高了系统的独立性和运行效率,并在2008年春季雪灾、汶川地震、2009年冬小麦种植区春季干旱、2010年西南大旱等关键时期发挥了重要作用。详细介绍了2005—2009年间在系统化建设、监测的独立性和系统的应用推广等方面的进展,并对系统在"十二五"期间的发展重点进行了展望。
"CropWatch",developed and operated by Institute of Remote Sensing Applications(Chinese Academy of Sciences),is one of the three operational crop monitoring systems with remote sensing that can provide global-scale crop information.The system can provide information on crop yield,crop condition,crop acreage,crop production and agricultural drought,etc.The system has been developing since 1998.After 12 years′ improvement,it has been developed into a system that can provide independent,comprehensive and fast large scale crop information with advanced monitoring technology.A special issue on "CropWatch" was published by "Journal of Remote Sensing" in 2004 to summarize its methodology and development from 1998 to 2004.After that(2005-2009),"CropWatch" has made great improvement on system efficiency and independency.Great contribution from the system has been witnessed in snow disaster in south China in 2008,Wenchuan earthquake in 2008,drought in north China in 2009 and drought in southwest China in 2010.The paper introduces the development of the system between 2005 and 2009 in systematization,independency,system application and system extension in detail,and then presentes a future perspective on the system′s development in the Twelfth Five Years(from 2011 to 2016).
"CropWatch",developed and operated by Institute of Remote Sensing Applications(Chinese Academy of Sciences),is one of the three operational crop monitoring systems with remote sensing that can provide global-scale crop information.The system can provide information on crop yield,crop condition,crop acreage,crop production and agricultural drought,etc.The system has been developing since 1998.After 12 years′ improvement,it has been developed into a system that can provide independent,comprehensive and fast large scale crop information with advanced monitoring technology.A special issue on "CropWatch" was published by "Journal of Remote Sensing" in 2004 to summarize its methodology and development from 1998 to 2004.After that(2005-2009),"CropWatch" has made great improvement on system efficiency and independency.Great contribution from the system has been witnessed in snow disaster in south China in 2008,Wenchuan earthquake in 2008,drought in north China in 2009 and drought in southwest China in 2010.The paper introduces the development of the system between 2005 and 2009 in systematization,independency,system application and system extension in detail,and then presentes a future perspective on the system′s development in the Twelfth Five Years(from 2011 to 2016).
引文
[1]USDA FAS.GLAM-Global agricultural monitoring[EB/OL].ht-tp:∥www.pecad.fas.usda.gov/glam.cfm,2005.
[2]USDA FAS.The FAS crop explorer:A web success story[EB/OL].http:∥www.fas.usda.gov/info/fasworldwide/2005/06-2005,2005.
[3]EC JRC.MARS unit-about us[EB/OL].http:∥mars.jrc.it/mars/About-us,2010.
[4]Genovese G.Methodology of the MARS Crop Yield ForecastingSystem[R].Vol.1 to Vol.4,EUR-report 21291 EN,2004.
[5]Baruth B,Royer A,Genovese G,et al.The use of remote sensingwithin the MARS crop yield monitoring system of the europeancommission[C]∥ISPRS Archives Vol.XXXVI,Part 8,RemoteSensing Applications for a Sustainable Future'.2006.
[6]FAO.Global information and early warning systems[EB/OL].ht-tp:∥www.fao.org/WAICENT/faoinfo/economic/giews/english/index.htm,2010.
[7]Hielkema J U,Snijders F L.Operational use of environmental sat-ellite remote sensing and satellite communications technology forglobal food security and locust control by FAO:The ARTEMIS andDIANA systems[J].Acta Astronautica,1994,32(9):603-616.
[8]Macdonald R B.The LACIE Symposium,Lyndon B.JohnsonSpace Center,National Aeronautics and Space Administration[M].Houston:NASA,1979.
[9]Hallum C R.Experiment design overview[C]∥Proceedings of theLarge Area Crop Inventory Experiment(LACIE)Symposium,heldat NASA/JSC,Houston,Texas,1978:23-26.
[10]U.S.Department of Agriculture.AgRISTARS Preliminary Tech-nical Program Plan[R].1979.
[11]Wu Bingfang,Operational remote sensing methods for agriculturalstatistics[J].Acta Geographica Sinica,2000,55(1):23-35.[吴炳方.全国农情监测与估产的运行化遥感方法[J].地理学报,2000,55(1):23-35.]
[12]Wu Bingfang.China crop watch system with remote sensing[J].Journal ofRemote sensing,2004,8(6):482-496.[吴炳方.中国农情遥感速报系统[J].遥感学报,2004,8(6):482-496.]
[13]Wu Bingfang,Li Qiangzi,Chi Yaobin,et al.Crop damage mo-nitoring using remote sensing in January and February in southChina in 2008[J].Engineering Science,2008,10(6):63-69.[吴炳方,李强子,迟耀斌,等.2008年1～2月雪灾作物灾情遥感监测方法[J].中国工程科学,2008,10(6):63-69.]
[14]Li Qiangzi,Zhang Feifei,Du Xin,et al.Grain loss in main dis-aster area caused by Wenchuan earthquake[J].Journal ofRe-mote Sensing,2009,13(5):928-939.[李强子,张飞飞,杜鑫,等.汶川地震粮食受损遥感快速估算与分析[J].遥感学报,2009,13(5):928-939.]
[15]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.An operationalcrop growth monitoring system by remote sensing[J].Sinic HighTechnology Letters,2007,17(1):94-99.[蒙继华,吴炳方,李强子,等.运行化的农作物长势遥感监测系统[J].高技术通讯,2007,17(1):94-99.]
[16]Meng J H,Wu B F,Li Q Z.A global crop growth monitoringsystem based on remote sensing[C]∥The International Archivesof the Photogrammetry,Remote Sensing and Spatial InformationSciences.2008,XXXVII,Part B7:1 695-1 698.
[17]Xu Xingang,Wu Bingfang,Meng Jihua,et al.Design and im-plementation of crop yield forecasting system[J].Computer Engi-neering,2008,34(9):283-285.[徐新刚,吴炳方,蒙继华,等.农作物单产预测系统的设计与实现[J].计算机工程,2008,34(9):283-285.]
[18]Mu Lingli,Yan Nana,Wu Bingfang.Development of a droughtmonitoring system and its methodlogy[C]∥Proceeding of DigitalAgriculture and Rural Informationization in Beijing,2005:644-650.[牟伶俐,闫娜娜,吴炳方.旱情遥感监测方法与系统开发[C]∥2005年中国数字农业与农村信息化学术研究研讨会,2005:644-650.]
[19]Du Xin,Wu Bingfang,Meng Jihua,et al.Amethod to estimatedwinter wheat yield with the MERIS data[C]∥Proceeding of Pro-gress In Electromagnetics Research Symposium,2009.
[20]Du Xin,Wu Bingfang,Meng Jihua,et al.Estimation of harvestindex of winter wheat based on remote sensing data[C]∥33rdInternational Symposium on Remote Sensing of Environment.Ita-ly(Stresa),2009.
[21]Wu Bingfang,Li Qiangzi.Crop acreage estimation using two in-dividual sampling frameworks with stratification[J].Journal ofRemote Sensing,2004,8(6):551-569.[吴炳方,李强子.基于两个独立抽样框架的农作物种植面积遥感估算方法[J].遥感学报,2004,8(6):551-569.]
[22]Li Qiangzi.Validation and Uncertainty Analysis of Large AreaCrop Acreage Estimation with Remote Sensing[D].Beijing:Dis-sertation of Institute of Remote Sensing Applications,Chinese A-cademy of Sciences,2007.[李强子.大范围农作物种植面积遥感估算方法的过程验证与不确定性分析[D].北京:中国科学院遥感应用研究所,2007.]
[23]Jia Kun,Wu Bingfang,Li Qiangzi,et al.Improvement of classi-fication accuracy integrating C-and X-band synthetic aperture ra-dar data[C]∥Proceedings of 2009 3rd IEEE International Sym-posium on Microwave,Antenna,Propagation and EMC Technolo-gies for Wireless Communications,Beijing,China(IEEE Press),2009:350-355.
[24]Meng Jihua,Wu Bingfang,Li Qiangzi.Method for estimatingcrop leaf area index of China using remote sensing[J].Transac-tions ofthe CSAE,2007,23(2):160-167.[蒙继华,吴炳方,李强子.全国作物叶面积指数遥感估算方法[J].农业工程学报,2007,23(2):160-167.]
[25]Chen Xueyang,Meng Jihua,Du xin,et al.Study on monitoringthe winter wheat leaf area index based on HJ-1 CCD data[J].Remote Sensing for Land&Resources,2010,84(2):55-58.[陈雪洋,蒙继华,杜鑫,等.基于环境星CCD数据的冬小麦叶面积指数遥感监测模型研究[J].国土资源遥感,2010,84(2):55-58.]
[26]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.Monitoring crop Nstatus with remote sensing—Acase study of winter wheat in northChina plain[C]∥33rd International Symposiumon Remote Sens-ing of Environment,Italy(Stresa),2009.
[27]Meng Jihua,Wu Bingfang,Li Qiangzi,et al,Monitoring cropphenology with MERIS data—A case study of winter wheat innorth China plain[C]∥Proceeding of Progress In Electromagnet-ics Research Symposium,Beijing,China,2009.
[28]Yan Nana,Wu Bingfang,Huang Huiping,et al.Extraction ofvegetation condition index and temperature condition index[J].World Sci-tech R&D,2005,27(4):65-71.[闫娜娜,吴炳方,黄慧萍,等.植被状态指数和温度条件指数的提取方法[J].世界科技研究与发展,2005,27(4):65-71.]
[29]Mu Lingli,Wu Bingfang,Yan Nana,et al.Agricultural droughtmonitoring with vegetation condition and temperature condition[J].World Sci-tech R&D,2006,28(3):26-31.[牟伶俐,吴炳方,闫娜娜,等.基于植被与温度条件的农业旱情遥感监测研究[J].世界科技研究与发展,2006,28(3):26-31.]
[30]Mu Lingli,Wu Bingfang,Yan Nana,et al.Validation of agricul-tural drought indices and their uncertainty analysis[J].BulletinofSoil and Water Conservation,2007,27(2):119-122.[牟伶俐,吴炳方,闫娜娜,等.农业旱情遥感指数验证与不确定性分析[J].水土保持通报,2007,27(2):119-122.]
[31]Du Xin,Chen Xueyang,Meng Jihua,et al.6S model based at-mospheric correction of HJ-1 CCD data[J].Remote Sensing forLand&Resources,2010,84(3):22-25.[杜鑫,陈雪洋,蒙继华,等.基于6S模型对环境星CCD数据的大气校正[J].国土资源遥感,2010,84(3):22-25.]
[32]Meng Jihua,Wu Bingfang,Niu Liming,et al.Validation of HJ-1 HSI red edge parameters based on spectral reflectance of hype-rion[J].Spectroscopyand Spectral Analysis,2010,30(8):2 205-2 210.[蒙继华,吴炳方,钮立明,等.利用Hyperion数据进行环境星HSI红边参数真实性检验[J].光谱学与光谱分析,2010,30(8):2 205-2 210.]
[33]Wu Bingfang,Du Xin,Meng Jihua,et al.A new method to i-dentify high,middle and low productivity field with remote sens-ing and its application in Huanghuaihai river basin[C]∥Pro-ceeding on Development of Modern Agriculture and National FoodSecurity2009,2009.[吴炳方,杜鑫,蒙继华,等.高中低产田遥感监测方法及在黄淮海流域的应用[C]∥2009年现代农业发展与国家粮食安全论坛论文集,2009.]
[34]Li Fapeng,Li Qianxiang,Wang Zhiliang.Analysis of agricultur-al water saving in Hai basin based on remote sensing water pro-ductivity[C]∥Proceeding of Orient Academic Forum,2009.
[35]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.Research advancesand outlook of crop monitoring with remote sensing at field level[J].Remote Sensing Information,2010,(3):134-140.[蒙继华,吴炳方,李强子,等.农田农情参数遥感监测进展及应用展望[J].遥感信息,2010,(3):134-140]
[2]USDA FAS.The FAS crop explorer:A web success story[EB/OL].http:∥www.fas.usda.gov/info/fasworldwide/2005/06-2005,2005.
[3]EC JRC.MARS unit-about us[EB/OL].http:∥mars.jrc.it/mars/About-us,2010.
[4]Genovese G.Methodology of the MARS Crop Yield ForecastingSystem[R].Vol.1 to Vol.4,EUR-report 21291 EN,2004.
[5]Baruth B,Royer A,Genovese G,et al.The use of remote sensingwithin the MARS crop yield monitoring system of the europeancommission[C]∥ISPRS Archives Vol.XXXVI,Part 8,RemoteSensing Applications for a Sustainable Future'.2006.
[6]FAO.Global information and early warning systems[EB/OL].ht-tp:∥www.fao.org/WAICENT/faoinfo/economic/giews/english/index.htm,2010.
[7]Hielkema J U,Snijders F L.Operational use of environmental sat-ellite remote sensing and satellite communications technology forglobal food security and locust control by FAO:The ARTEMIS andDIANA systems[J].Acta Astronautica,1994,32(9):603-616.
[8]Macdonald R B.The LACIE Symposium,Lyndon B.JohnsonSpace Center,National Aeronautics and Space Administration[M].Houston:NASA,1979.
[9]Hallum C R.Experiment design overview[C]∥Proceedings of theLarge Area Crop Inventory Experiment(LACIE)Symposium,heldat NASA/JSC,Houston,Texas,1978:23-26.
[10]U.S.Department of Agriculture.AgRISTARS Preliminary Tech-nical Program Plan[R].1979.
[11]Wu Bingfang,Operational remote sensing methods for agriculturalstatistics[J].Acta Geographica Sinica,2000,55(1):23-35.[吴炳方.全国农情监测与估产的运行化遥感方法[J].地理学报,2000,55(1):23-35.]
[12]Wu Bingfang.China crop watch system with remote sensing[J].Journal ofRemote sensing,2004,8(6):482-496.[吴炳方.中国农情遥感速报系统[J].遥感学报,2004,8(6):482-496.]
[13]Wu Bingfang,Li Qiangzi,Chi Yaobin,et al.Crop damage mo-nitoring using remote sensing in January and February in southChina in 2008[J].Engineering Science,2008,10(6):63-69.[吴炳方,李强子,迟耀斌,等.2008年1～2月雪灾作物灾情遥感监测方法[J].中国工程科学,2008,10(6):63-69.]
[14]Li Qiangzi,Zhang Feifei,Du Xin,et al.Grain loss in main dis-aster area caused by Wenchuan earthquake[J].Journal ofRe-mote Sensing,2009,13(5):928-939.[李强子,张飞飞,杜鑫,等.汶川地震粮食受损遥感快速估算与分析[J].遥感学报,2009,13(5):928-939.]
[15]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.An operationalcrop growth monitoring system by remote sensing[J].Sinic HighTechnology Letters,2007,17(1):94-99.[蒙继华,吴炳方,李强子,等.运行化的农作物长势遥感监测系统[J].高技术通讯,2007,17(1):94-99.]
[16]Meng J H,Wu B F,Li Q Z.A global crop growth monitoringsystem based on remote sensing[C]∥The International Archivesof the Photogrammetry,Remote Sensing and Spatial InformationSciences.2008,XXXVII,Part B7:1 695-1 698.
[17]Xu Xingang,Wu Bingfang,Meng Jihua,et al.Design and im-plementation of crop yield forecasting system[J].Computer Engi-neering,2008,34(9):283-285.[徐新刚,吴炳方,蒙继华,等.农作物单产预测系统的设计与实现[J].计算机工程,2008,34(9):283-285.]
[18]Mu Lingli,Yan Nana,Wu Bingfang.Development of a droughtmonitoring system and its methodlogy[C]∥Proceeding of DigitalAgriculture and Rural Informationization in Beijing,2005:644-650.[牟伶俐,闫娜娜,吴炳方.旱情遥感监测方法与系统开发[C]∥2005年中国数字农业与农村信息化学术研究研讨会,2005:644-650.]
[19]Du Xin,Wu Bingfang,Meng Jihua,et al.Amethod to estimatedwinter wheat yield with the MERIS data[C]∥Proceeding of Pro-gress In Electromagnetics Research Symposium,2009.
[20]Du Xin,Wu Bingfang,Meng Jihua,et al.Estimation of harvestindex of winter wheat based on remote sensing data[C]∥33rdInternational Symposium on Remote Sensing of Environment.Ita-ly(Stresa),2009.
[21]Wu Bingfang,Li Qiangzi.Crop acreage estimation using two in-dividual sampling frameworks with stratification[J].Journal ofRemote Sensing,2004,8(6):551-569.[吴炳方,李强子.基于两个独立抽样框架的农作物种植面积遥感估算方法[J].遥感学报,2004,8(6):551-569.]
[22]Li Qiangzi.Validation and Uncertainty Analysis of Large AreaCrop Acreage Estimation with Remote Sensing[D].Beijing:Dis-sertation of Institute of Remote Sensing Applications,Chinese A-cademy of Sciences,2007.[李强子.大范围农作物种植面积遥感估算方法的过程验证与不确定性分析[D].北京:中国科学院遥感应用研究所,2007.]
[23]Jia Kun,Wu Bingfang,Li Qiangzi,et al.Improvement of classi-fication accuracy integrating C-and X-band synthetic aperture ra-dar data[C]∥Proceedings of 2009 3rd IEEE International Sym-posium on Microwave,Antenna,Propagation and EMC Technolo-gies for Wireless Communications,Beijing,China(IEEE Press),2009:350-355.
[24]Meng Jihua,Wu Bingfang,Li Qiangzi.Method for estimatingcrop leaf area index of China using remote sensing[J].Transac-tions ofthe CSAE,2007,23(2):160-167.[蒙继华,吴炳方,李强子.全国作物叶面积指数遥感估算方法[J].农业工程学报,2007,23(2):160-167.]
[25]Chen Xueyang,Meng Jihua,Du xin,et al.Study on monitoringthe winter wheat leaf area index based on HJ-1 CCD data[J].Remote Sensing for Land&Resources,2010,84(2):55-58.[陈雪洋,蒙继华,杜鑫,等.基于环境星CCD数据的冬小麦叶面积指数遥感监测模型研究[J].国土资源遥感,2010,84(2):55-58.]
[26]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.Monitoring crop Nstatus with remote sensing—Acase study of winter wheat in northChina plain[C]∥33rd International Symposiumon Remote Sens-ing of Environment,Italy(Stresa),2009.
[27]Meng Jihua,Wu Bingfang,Li Qiangzi,et al,Monitoring cropphenology with MERIS data—A case study of winter wheat innorth China plain[C]∥Proceeding of Progress In Electromagnet-ics Research Symposium,Beijing,China,2009.
[28]Yan Nana,Wu Bingfang,Huang Huiping,et al.Extraction ofvegetation condition index and temperature condition index[J].World Sci-tech R&D,2005,27(4):65-71.[闫娜娜,吴炳方,黄慧萍,等.植被状态指数和温度条件指数的提取方法[J].世界科技研究与发展,2005,27(4):65-71.]
[29]Mu Lingli,Wu Bingfang,Yan Nana,et al.Agricultural droughtmonitoring with vegetation condition and temperature condition[J].World Sci-tech R&D,2006,28(3):26-31.[牟伶俐,吴炳方,闫娜娜,等.基于植被与温度条件的农业旱情遥感监测研究[J].世界科技研究与发展,2006,28(3):26-31.]
[30]Mu Lingli,Wu Bingfang,Yan Nana,et al.Validation of agricul-tural drought indices and their uncertainty analysis[J].BulletinofSoil and Water Conservation,2007,27(2):119-122.[牟伶俐,吴炳方,闫娜娜,等.农业旱情遥感指数验证与不确定性分析[J].水土保持通报,2007,27(2):119-122.]
[31]Du Xin,Chen Xueyang,Meng Jihua,et al.6S model based at-mospheric correction of HJ-1 CCD data[J].Remote Sensing forLand&Resources,2010,84(3):22-25.[杜鑫,陈雪洋,蒙继华,等.基于6S模型对环境星CCD数据的大气校正[J].国土资源遥感,2010,84(3):22-25.]
[32]Meng Jihua,Wu Bingfang,Niu Liming,et al.Validation of HJ-1 HSI red edge parameters based on spectral reflectance of hype-rion[J].Spectroscopyand Spectral Analysis,2010,30(8):2 205-2 210.[蒙继华,吴炳方,钮立明,等.利用Hyperion数据进行环境星HSI红边参数真实性检验[J].光谱学与光谱分析,2010,30(8):2 205-2 210.]
[33]Wu Bingfang,Du Xin,Meng Jihua,et al.A new method to i-dentify high,middle and low productivity field with remote sens-ing and its application in Huanghuaihai river basin[C]∥Pro-ceeding on Development of Modern Agriculture and National FoodSecurity2009,2009.[吴炳方,杜鑫,蒙继华,等.高中低产田遥感监测方法及在黄淮海流域的应用[C]∥2009年现代农业发展与国家粮食安全论坛论文集,2009.]
[34]Li Fapeng,Li Qianxiang,Wang Zhiliang.Analysis of agricultur-al water saving in Hai basin based on remote sensing water pro-ductivity[C]∥Proceeding of Orient Academic Forum,2009.
[35]Meng Jihua,Wu Bingfang,Li Qiangzi,et al.Research advancesand outlook of crop monitoring with remote sensing at field level[J].Remote Sensing Information,2010,(3):134-140.[蒙继华,吴炳方,李强子,等.农田农情参数遥感监测进展及应用展望[J].遥感信息,2010,(3):134-140]
版权所有：© 2023 中国地质图书馆 中国地质调查局地学文献中心