蝗虫遥感监测预警研究现状与展望

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Anderson N L . 1964 . Some relationships between grasshoppers and vegetation . Annals of the Entomological Society of America , 57 ( 6 ): 736 - 742 [ DOI: 10.1093/aesa/57.6.736 http://dx.doi.org/10.1093/aesa/57.6.736 ]

Bolkart M , Dahms T C , Conrad C , Latchininsky L V and Löw F . 2016 . Mapping and monitoring locust habitats in the Aral sea region based on satellite earth observation data // 12th International Congress of Orthopterology . Ilhéus : Orthopterists' Society : 94

Bryceson K P . 1990 . Digitally processed satellite data as a tool in detecting potential Australian plague locust outbreak areas . Journal of Environmental Management , 30 ( 3 ): 191 - 207 [ DOI: 10.1016/0301-4797(90)90001-D http://dx.doi.org/10.1016/0301-4797(90)90001-D ]

Cease A J , Elser J J , Ford C F , Hao S G , Kang L and Harrison J F . 2012 . Heavy livestock grazing promotes locust outbreaks by lowering plant nitrogen content . Science , 335 ( 6067 ): 467 - 469 [ DOI: 10.1126/science.1214433 http://dx.doi.org/10.1126/science.1214433 ]

Chen J , Ni S X and Li Y M . 2008 . LAI retrieval of reed canopy using the neural network method. Remote Sensing for Land and Resources, (2): 62 - 67

陈健 , 倪绍祥 , 李云梅 . 2008 . 基于神经网络方法的芦苇叶面积指数遥感反演. 国土资源遥感, (2): 62 - 67

Cherlet M , Mathoux P , Bartholomé E and Defourny P . 2000 . SPOT VEGETATION contribution to desert locust habitat monitoring // Proceedings of the VEGETATION 2000 Conference . Italy : Lake Maggiore : 247 - 257

Cissé S , Ghaout S , Babah Ebbe M A , Kamara S and Piou C . 2016 . Field verification of the prediction model on desert locust adult phase status from density and vegetation . Journal of Insect Science , 16 ( 1 ): 74 [ DOI: 10.1093/jisesa/iew046 http://dx.doi.org/10.1093/jisesa/iew046 ]

Cressman K . 2001 . Desert Locust Guidelines 3 . In formation and Forecasting . 2nd ed. Rome : FAO

Cressman K . 2008 . The use of new technologies in desert locust early warning . Outlooks on Pest Management , 19 ( 2 ): 55 - 59 [ DOI: 10.1564/19apr03 http://dx.doi.org/10.1564/19apr03 ]

Cressman K . 2013a . Climate change and locusts in the WANA region // Climate Change and Food Security in West Asia and North Africa . Dordrecht : Springer : 131 - 143 [ DOI: 10.1007/978-94-007-6751-5_7 http://dx.doi.org/10.1007/978-94-007-6751-5_7 ]

Cressman K . 2013b . Role of remote sensing in desert locust early warning . Journal of Applied Remote Sensing , 7 ( 1 ): 075098 [ DOI: 10.1117/1.JRS.7.075098 http://dx.doi.org/10.1117/1.JRS.7.075098 ]

Crooks W T S and Archer D J . 2002 . SAR observations of dryland moisture - towards monitoring outbreak areas of the Brown Locust in South Africa // IEEE International Geoscience and Remote Sensing Symposium . Toronto, Ontario, Canada : IEEE : 1994 - 1996 [ DOI: 10.1109/IGARSS.2002.1026424 http://dx.doi.org/10.1109/IGARSS.2002.1026424 ]

Crooks W T S and Cheke R A . 2014 . Soil moisture assessments for brown locust Locustana pardalina breeding potential using synthetic aperture radar . Journal of Applied Remote Sensing , 8 ( 1 ): 084898 [ DOI: 10.1117/1.JRS.8.084898 http://dx.doi.org/10.1117/1.JRS.8.084898 ]

Despland E , Rosenberg J and Simpson S J . 2004 . Landscape structure and locust swarming: a satellite’s eye view . Ecography , 27 ( 3 ): 381 - 391 [ DOI: 10.1111/j.0906-7590.2004.03779.x http://dx.doi.org/10.1111/j.0906-7590.2004.03779.x ]

Deveson E D . 2013 . Satellite normalized difference vegetation index data used in managing Australian plague locusts . Journal of Applied Remote Sensing , 7 ( 1 ): 075096 [ DOI: 10.1117/1.JRS.7.075096 http://dx.doi.org/10.1117/1.JRS.7.075096 ]

Deveson T . 2001 . Decision support for locust management using GIS to integrate multiple information sources // Proceedings of the Geospatial Information and Agriculture Conference . Sydney : NSW Agriculture : 361 - 374

Deveson T and Hunter D . 2002 . The operation of a GIS-based decision support system for Australian locust management . Insect Science , 9 ( 4 ): 1 - 12 [ DOI: 10.1111/j.1744-7917.2002.tb00167.x http://dx.doi.org/10.1111/j.1744-7917.2002.tb00167.x ]

Dutta D , Bhatawdekar S , Chandrasekharan B , Sharma J R , Adiga S , Wood D and Mccardle A . 2004 . Geo-limis - a decision support system for minimizing locust impact in republic of Kazakhstan . Journal of the Indian Society of Remote Sensing , 32 ( 1 ): 25 - 47 [ DOI: 10.1007/BF03030846 http://dx.doi.org/10.1007/BF03030846 ]

Eltoum M , Dafalla M and Hamid A . 2014 . Detection of change in vegetation cover caused by desert locust in Sudan // SPIE Proceeding Asia Pacific Remote Sensing . Beijing, China : SPIE

Escorihuela M J , Merlin O , Stefan V , Moyano G , Eweys O A , Zribi M , Kamara S , Benahi A S , Ebbe M A B , Chihrane J , Ghaout S , Cissé S , Diakité F , Lazar M , Pellarin T , Grippa M , Cressman K and Piou C . 2018 . SMOS based high resolution soil moisture estimates for desert locust preventive management . Remote Sensing Applications : Society and Environment , 11 : 140 - 150 [ DOI: 10.1016/j.rsase.2018.06.002 http://dx.doi.org/10.1016/j.rsase.2018.06.002 ]

FAO . 2019 . Locust watch, Food and Agricultural Organization of the United Nations . Desert Locust Bulletin , 483 : 1 - 8 . http://www.fao.org/ag/locusts/en/archives/archive/1823/2415/index.html http://www.fao.org/ag/locusts/en/archives/archive/1823/2415/index.html

FAO . 2020 . Desert Locust. Rome: Author . Retrieved from http : // www. fao.org/locusts/en/ www.fao.org/locusts/en/

Fu Q H . 2005 . Soil Salt Content Inversion Using Remote Sensing and Its Application in Study on Oriental Migratory Locust . Nanjing : Nanjing Normal University : 59 - 66

扶卿华 . 2005 . 土壤盐分含量的遥感反演及其在东亚飞蝗研究中的应用 . 南京 : 南京师范大学 : 59 - 66 [DOI: 10.7666/d.y801549]

Gómez D , Salvador P , Sanz J , Casanova C , Taratiel D and Casanova J L . 2018 . Machine learning approach to locate desert locust breeding areas based on ESA CCI soil moisture . Journal of Applied Remote Sensing , 12 ( 3 ): 036011 [ DOI: 10.1117/1.JRS.12.036011 http://dx.doi.org/10.1117/1.JRS.12.036011 ]

Gómez D , Salvador P , Sanz J , Casanova C , Taratiel D and Casanova J L . 2019 . Desert locust detection using Earth observation satellite data in Mauritania . Journal of Arid Environments , 164 : 29 - 37 [ DOI: 10.1016/j.jaridenv.2019.02.005 http://dx.doi.org/10.1016/j.jaridenv.2019.02.005 ]

Guo H D . 2017 . Big Earth data: a new frontier in Earth and information sciences. Big Earth Data, 1( 1 / 2 ): 4 - 20 [ DOI: 10.1080/20964471.2017.1403062 http://dx.doi.org/10.1080/20964471.2017.1403062 ]

Gutman G G . 1999 . On the use of long-term global data of land reflectances and vegetation indices derived from the advanced very high resolution radiometer. Journal of Geophysical Research, 104 (D 6 ): 6241 - 6255 [ DOI: 10.1029/1998JD200106 http://dx.doi.org/10.1029/1998JD200106 ]

Han X Z . 2003 . Study on Remote Sensing Mechanism and Methods for East Asian Migratory Locust Hazard Monitoring . Beijing : Institute of Remote Sensing Application, Chinese Academy of Sciences : 68 - 82 . (韩秀珍 . 2003 . 东亚飞蝗灾害的遥感监测机理与方法研究. 北京: 中国科学院遥感应用研究所: 68-82.)

Healey R G , Robertson S G , Magor J T , Pender J and Cressman K . 1996 . A GIS for desert locust forecasting and monitoring . International Journal of Geographical Information Systems , 10 ( 1 ): 117 - 136 [ DOI: 10.1080/02693799608902070 http://dx.doi.org/10.1080/02693799608902070 ]

Hunter D and Deveson T . 2002 . Forecasting and management of migratory pests in Australia . Insect Science , 9 ( 4 ): 13 - 25 [ DOI: 10.1111/j.1744-7917.2002.tb00168.x http://dx.doi.org/10.1111/j.1744-7917.2002.tb00168.x ]

Ji R , Xie B Y , Li D M , Li Z and Zhang X . 2004 . Use of MODIS data to monitor the oriental migratory locust plague . Agriculture, Ecosystems and Environment , 104 ( 3 ): 615 - 620 [ DOI: 10.1016/j.agee.2004.01.041 http://dx.doi.org/10.1016/j.agee.2004.01.041 ]

Ji R , Zhang X , Xie B Y , Li Z , Liu T J and Liu C . 2003 . Use of MODIS data to detect the Oriental migratory locust plague: a case study in Nandagang, Hebei Province . Acta Entomologica Sinica , 46 ( 6 ): 713 - 719

季荣 , 张霞 , 谢宝瑜 , 李哲 , 刘团结 , 刘闯 . 2003 . 用MODIS遥感数据监测东亚飞蝗灾害——以河北省南大港为例 . 昆虫学报 , 46 ( 6 ): 713 - 719 [ DOI: 10.3321/j.issn:0454-6296.2003.06.008 http://dx.doi.org/10.3321/j.issn:0454-6296.2003.06.008 ]

Jiang J J , Ni S X and Wei Y C . 2002 . Knowledge based grasshopper habitat classification approach supported by GIS in Qinghai Lake region . Journal of Remote Sensing , 6 ( 5 ): 387 - 392

蒋建军 , 倪绍祥 , 韦玉春 . 2002 . GIS辅助下的环青海湖地区草地蝗虫生境分类研究 . 遥感学报 , 6 ( 5 ): 387 - 392 [ DOI: 10.3321/j.issn:1007-4619.2002.05.012 http://dx.doi.org/10.3321/j.issn:1007-4619.2002.05.012 ]

Joshi M J , Raj V P , Solanki C B and Vaishali V B . 2020 . Desert Locust (Schistocera gregaria F . ) outbreak in Gujarat (India). Agriculture and Food : E-Newsletter , 2 ( 6 ): 691 - 693

Kang L , Li H C and Chen Y L . 1989 . Studies on the relationships between distribution of Orthopterans and vegetation types in the Xilin River Basin district, Inner Mongolia Autonomous Region . Acta Phytoecologica Et Geobotanica Sinica , 13 ( 4 ): 341 - 349

康乐 , 李鸿昌 , 陈永林 . 1989 . 内蒙古锡林河流域直翅目昆虫生态分布规律与植被类型关系的研究 . 植物生态学与地植物学学报 , 13 ( 4 ): 341 - 349

Krall S , Peveling R and Ba Diallo D . 1997 . New Strategies in Locust Control . Basel : Birkhäuser : 198 - 200 [ DOI: 10.1007/978-3-0348-9202-5 http://dx.doi.org/10.1007/978-3-0348-9202-5 ]

Latchininsky A V . 2013 . Locusts and remote sensing: a review . Journal of Applied Remote Sensing , 7 ( 1 ): 075099 [ DOI: 10.1117/1.JRS.7.075099 http://dx.doi.org/10.1117/1.JRS.7.075099 ]

Latchininsky A V , Sivanpillai R , Driese K L and Wilps H . 2007 . Can early season Landsat images improve locust habitat monitoring in the Amudarya River Delta of Uzbekistan? . Journal of Orthoptera Research , 16 ( 2 ): 167 - 173 [ DOI: 10.1665/1082-6467(2007)16 http://dx.doi.org/10.1665/1082-6467(2007)16 [167:CESLII]2.0 . CO ; 2 ]

Le Gall M , Overson R and Cease A . 2019 . A global review on locusts (Orthoptera: Acrididae) and their interactions with livestock grazing practices . Frontiers in Ecology and Evolution , 7 : 263 [ DOI: 10.3389/fevo.2019.00263 http://dx.doi.org/10.3389/fevo.2019.00263 ]

Li K L and Ni S X . 2006 . Breeding area classification for oriental migratory locust assisted by remote sensing: a case study of the Huanghua Region in Hebei Province . Geographical Research , 25 ( 4 ): 579 - 586

李开丽 , 倪绍祥 . 2006 . 东亚飞蝗生境的遥感分类——以河北省黄骅地区为例 . 地理研究 , 25 ( 4 ): 579 - 586 [ DOI: 10.3321/j.issn:1000-0585.2006.04.003 http://dx.doi.org/10.3321/j.issn:1000-0585.2006.04.003 ]

Löw F , Waldner F , Latchininsky A , Biradar C , Bolkart M and Colditz R R . 2016 . Timely monitoring of Asian migratory locust habitats in the Amudarya delta, Uzbekistan using time series of satellite remote sensing vegetation index . Journal of Environmental Management , 183 : 562 - 575 [ DOI: 10.1016/j.jenvman.2016.09.001 http://dx.doi.org/10.1016/j.jenvman.2016.09.001 ]

Lu S H and Ye S J . 2020 . Using an image segmentation and support vector machine method for identifying two locust species and instars . Journal of Integrative Agriculture , 19 ( 5 ): 1301 - 1313 [ DOI: 10.1016/S2095-3119(19)62865-0 http://dx.doi.org/10.1016/S2095-3119(19)62865-0 ]

Ma J W , Han X Z , Hasibagan , Wang C L , Zhang Y J , Tang J Y , Xie Z Y and Deveson T . 2005 . Monitoring East Asian migratory locust plagues using remote sensing data and field investigations . International Journal of Remote Sensing , 26 ( 3 ): 629 - 634 [ DOI: 10.1080/01431160310001595019 http://dx.doi.org/10.1080/01431160310001595019 ]

Ma J W , Han X Z , Hasibagan , Wang Z G , Yan S X and Dai Q . 2004 . Remote sensing new model for monitoring the East Asian Migratory Locust infections based on its breeding circle . Journal of Remote Sensing , 8 ( 4 ): 370 - 377

马建文 , 韩秀珍 , 哈斯巴干 , 王志刚 , 燕守勋 , 戴芹 . 2004 . 基于东亚飞蝗生育周期的遥感蝗灾监测新模式 . 遥感学报 , 8 ( 4 ): 370 - 377 [ DOI: 10.11834/jrs.20040412 http://dx.doi.org/10.11834/jrs.20040412 ]

Ma J W , Han X Z , Hasibagan , Zhang Y J , Tang J Y and Xie Z Y . 2003 . The experimental Remote Sensing monitoring of the Oriental Migratory Locust plague . Remote Sensing for Land and Resources , ( 1 ): 51 - 55

马建文 , 韩秀珍 , 哈斯巴干 , 张跃进 , 汤金仪 , 谢志庾 . 2003 . 东亚飞蝗灾害的遥感监测实验. 国土资源遥感, (1): 51 - 55 [DOI: 10.3969/j.issn.1001-070X.2003.01.014]

Ma S C . 1958 . The population dynamics of the oriental migratory locust ( Locusta migratoria manilensis Meyen) in China . Acta Entomologica Sinica , 8 ( 1 ): 1 - 40

马世骏 . 1958 . 东亚飞蝗( Locusta migratoria manilensis Meyen)在中国的发生动态 . 昆虫学报 , 8 ( 1 ): 1 - 40

McCulloch L and Hunter D M . 1983 . Identification and monitoring of Australian plague locust habitats from landsat . Remote Sensing of Environment , 13 ( 2 ): 95 - 102 [ DOI: 10.1016/0034-4257(83)90015-9 http://dx.doi.org/10.1016/0034-4257(83)90015-9 ]

Meynard C N , Lecoq M , Chapuis M P and Piou C . 2020 . On the relative role of climate change and management in the current desert locust outbreak in East Africa . Global Change Biology , 26 ( 7 ): 3753 - 3755 [ DOI: 10.1111/gcb.15137 http://dx.doi.org/10.1111/gcb.15137 ]

Murali Sankar P and Shreedevasena S . 2020 . Desert locusts ( Schistocerca gregaria )–A global threatening transboundary pest for food security . Research Today , 2 ( 5 ): 389 - 391

Ni S X . 2002 . Remote Sensing Monitoring and Forecasting of Grasshopper in the Region around Qinghai Lake . Shanghai : Shanghai Scientific and Technical Publishers : 101 - 120

倪绍祥 . 2002 . 环青海湖地区草地蝗虫遥感监测与预测 . 上海 : 上海科学技术出版社 : 101 - 120

Pekel J F , Ceccato P , Vancutsem C , Cressman K , Van Bogaert E and Defourny P . 2011 . Development and application of multi-temporal colorimetric transformation to monitor vegetation in the desert locust habitat . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 4 ( 2 ): 318 - 326 [ DOI: 10.1109/JSTARS.2010.2052591 http://dx.doi.org/10.1109/JSTARS.2010.2052591 ]

Piou C , Lebourgeois V , Benahi A S , Bonnal V , Jaavar M E H , Lecoq M and Vassal J M . 2013 . Coupling historical prospection data and a remotely-sensed vegetation index for the preventative control of desert locusts . Basic and Applied Ecology , 14 ( 7 ): 593 - 604 [ DOI: 10.1016/j.baae.2013.08.007 http://dx.doi.org/10.1016/j.baae.2013.08.007 ]

Piou C , Gay P E , Benahi A S , Ebbe M A O B , Chihrane J , Ghaout S , Cisse S , Diakite F , Lazar M , Cressman K , Merlin O and Escorihuela M J . 2019 . Soil moisture from remote sensing to forecast desert locust presence . Journal of Applied Ecology , 56 ( 4 ): 966 - 975 [ DOI: 10.1111/1365-2664.13323 http://dx.doi.org/10.1111/1365-2664.13323 ]

Qi X L , Wang X H , Xu H F and Kang L . 2007 . Influence of soil moisture on egg cold hardiness in the migratory locust Locusta migratoria (Orthoptera: Acridiidae) . Physiological Entomology , 32 ( 3 ): 219 - 224 [ DOI: 10.1111/j.1365-3032.2007.00564.x http://dx.doi.org/10.1111/j.1365-3032.2007.00564.x ]

Ren B Y , Yang P Y , Zhu J Q and Wei Q W . 2017 . Achievements and prospects of sustainable management of locust plague in China . China Plant Protection , 37 ( 9 ): 55 - 57, 69

任彬元 , 杨普云 , 朱景全 , 魏启文 . 2017 . 我国蝗虫灾害可持续治理成效与展望 . 中国植保导刊 , 37 ( 9 ): 55 - 57 , 69

Renier C , Waldner F , Jacques D C , Ebbe M A B , Cressman K and Defourny P . 2015 . A dynamic vegetation senescence indicator for near-real-time desert locust habitat monitoring with MODIS . Remote Sensing , 7 ( 6 ): 7545 - 7570 [ DOI: 10.3390/rs70607545 http://dx.doi.org/10.3390/rs70607545 ]

Roychoudhury A . 2020 . ‘Desert Locust’: a menace to Indian agriculture and economy . Eureka Journals , 4 ( 1 ): 14 - 20

Scanlan J C , Grant W E , Hunter D M and Milner R J . 2001 . Habitat and environmental factors influencing the control of migratory locusts ( Locusta migratoria ) with an entomopathogenic fungus ( Metarhizium anisopliae ). Ecological Modelling, 136( 2 / 3 ): 223 - 236 [ DOI: 10.1016/S0304-3800(00)00424-5 http://dx.doi.org/10.1016/S0304-3800(00)00424-5 ]

Shi Y , Huang W J , Dong Y Y , Peng D L , Zheng Q and Yang P Y . 2018 . The influence of landscape's dynamics on the Oriental Migratory Locust habitat change based on the time-series satellite data . Journal of Environmental Management , 218 : 280 - 290 [ DOI: 10.1016/j.jenvman.2018.04.028 http://dx.doi.org/10.1016/j.jenvman.2018.04.028 ]

Shroder J F and Sivanpillai R . 2016 . Biological and Environmental Hazards, Risks, and Disasters . Massachusetts : Academic Press : 67 - 86

Sivanpillai R and Latchininsky A V . 2007 . Mapping locust habitats in the Amudarya River Delta, Uzbekistan with multi-temporal MODIS imagery . Environmental Management , 39 ( 6 ): 876 - 886 [ DOI: 10.1007/s00267-006-0193-y http://dx.doi.org/10.1007/s00267-006-0193-y ]

Song P L , Zheng X M , Li Y Y , Zhang K Y , Huang J F , Li H M , Zhang H J , Liu L , Wei C W , Mansaray L R , Wang D Z and Wang X M . 2020 . Estimating reed loss caused by Locusta migratoria manilensis using UAV-based hyperspectral data . Science of the Total Environment , 719 : 137519 [ DOI: 10.1016/j.scitotenv.2020.137519 http://dx.doi.org/10.1016/j.scitotenv.2020.137519 ]

Stefan V G , Escorihuela M J , Merlin O , Chihrane J , Ghaout S and Piou C . 2018 . Using Sentinel-3 land surface temperature to derive high resolution soil moisture estimates for desert locust management . EGU General Assembly 2018 , 20 : EGU2018-13752

Stokstad E . 2020 . In Somalia , an unprecedented effort to kill massive locust swarms with biocontrol [J/OL]. Science , [ 2020-02-12 ]. https://www.sciencemag.org/news/2020/02/somalia-unprecedented-effort-kill-massive-locust-swarms-biocontrol https://www.sciencemag.org/news/2020/02/somalia-unprecedented-effort-kill-massive-locust-swarms-biocontrol .

Tu X B , Hu G , Fu X W , Zhang Y H , Ma J , Wang Y P , Gould P J L , Du G L , Su H T , Zhang Z H and Chapman J W . 2020 . Mass windborne migrations extend the range of the migratory locust in East China . Agricultural and Forest Entomology , 22 ( 1 ): 41 - 49 [ DOI: 10.1111/afe.12359 http://dx.doi.org/10.1111/afe.12359 ]

Waldner F , Ebbe M A B , Cressman K and Defourny P . 2015 . Operational monitoring of the desert locust habitat with earth observation: an assessment . ISPRS International Journal of Geo-Information , 4 ( 4 ): 2379 - 2400 [ DOI: 10.3390/ijgi4042379 http://dx.doi.org/10.3390/ijgi4042379 ]

Wang J N , Chen X L , Hou X W , Zhou L B , Zhu C D and Ji L Q . 2017 . Construction, implementation and testing of an image identification system using computer vision methods for fruit flies with economic importance (Diptera: Tephritidae) . Pest Management Science , 73 ( 7 ): 1511 - 1528 [ DOI: 10.1002/ps.4487 http://dx.doi.org/10.1002/ps.4487 ]

Weiss J . 2016 . Do Locusts Seek Greener Pastures? An Evaluation of MODIS Vegetation Indices to Predict Presence, Abundance and Impact of the Australian Plague Locust in Southeastern Australia . Australia : The University of Melbourne : 29 - 53

Wu T , Ni S X and Li Y M . 2006 . Research on the forecasting model about area of the outbreak from oriental migratory locust using of LAI . Acta Ecologica Sinica , 26 ( 3 ): 862 - 869

吴彤 , 倪绍祥 , 李云梅 . 2006 . 基于LAI的东亚飞蝗发生面积的预测模型 . 生态学报 , 26 ( 3 ): 862 - 869 [ DOI: 10.3321/j.issn:1000-0933.2006.03.031 http://dx.doi.org/10.3321/j.issn:1000-0933.2006.03.031 ]

Zha Y , Gao J , Ni S X and Shen N . 2005 . Temporal filtering of successive MODIS data in monitoring a locust outbreak . International Journal of Remote Sensing , 26 ( 24 ): 5665 - 5674 [ DOI: 10.1080/01431160500196349 http://dx.doi.org/10.1080/01431160500196349 ]

Zha Y , Ni S X , Gao J and Liu Z B . 2008 . A new spectral index for estimating the oriental migratory locust density . Photogrammetric Engineering and Remote Sensing , 74 ( 5 ): 619 - 624 [ DOI: 10.14358/PERS.74.5.619 http://dx.doi.org/10.14358/PERS.74.5.619 ]

Zhang B , Chen Z , Peng D , Benediktsson J A , and Plaza A . 2019 . Remotely sensed big data: evolution in model development for information extraction . Proceedings of the IEEE , 107 ( 12 ), 2294 - 2301 .

Zhang C L . 2006 . Retrieval of Land Surface Temperature Using Remotely Sensed Data and Its Application in Monitoring Oriental Migratory Locust . Nanjing : Nanjing Agricultural University : 40 - 60

张灿龙 . 2006 . 地表温度遥感反演及其在东亚飞蝗监测中的应用 . 南京 : 南京农业大学 : 40 - 60 [DOI: 10.7666/d.y980817]

Zhang H L and Ni S X . 2003 . A new algorithm for grasshopper outbreak monitoring from Landsat-TM imagery . Journal of Remote Sensing , 7 ( 6 ): 504 - 508

张洪亮 , 倪绍祥 . 2003 . 草地蝗虫发生遥感监测的一种新算法 . 遥感学报 , 7 ( 6 ): 504 - 508 [ DOI: 10.11834/jrs.20030612 http://dx.doi.org/10.11834/jrs.20030612 ]

Zhang X F , Rao J F and Pan Y F . 2015 . Progressive approach for risk prediction of rangeland locust hazard in Xinjiang based on remotely sensed data . Transactions of the Chinese Society of Agricultural Engineering , 31 ( 11 ): 202 - 208

张显峰 , 饶俊峰 , 潘一凡 . 2015 . 基于遥感的新疆蝗虫灾害渐进式修正预测方法 . 农业工程学报 , 31 ( 11 ): 202 - 208 [ DOI: 10.11975/j.issn.1002-6819.2015.11.029 http://dx.doi.org/10.11975/j.issn.1002-6819.2015.11.029 ]

Zhao F J . 2014 . The Application of Hyper Spectra in Locusts Monitor on Grassland . Beijing : Chinese Academy of Agricultural Sciences : 49 - 78

赵凤杰 . 2014 . 高光谱在草地蝗虫监测中的应用研究 . 北京 : 中国农业科学院 : 49 - 78

Zhao L C , Li Q Z , Zhang Y , Wang H Y and Du X . 2020 . Normalized NDVI valley area index (NNVAI)-based framework for quantitative and timely monitoring of winter wheat frost damage on the Huang-Huai-Hai Plain, China . Agriculture, Ecosystems and Environment , 292 : 106793 [ DOI: 10.1016/j.agee.2019.106793 http://dx.doi.org/10.1016/j.agee.2019.106793 ]

Zheng X M . 2019 . Monitoring Oriental Migratory Locust Damage based on Multi-Platform Remote Sensing Techniques . Hangzhou : Zhejiang University : 46 - 55

郑晓梅 . 2019 . 基于多平台遥感的东亚飞蝗灾害监测研究 . 杭州 : 浙江大学 : 46 - 55

Zhu E L . 1999 . Occurrence and Management of the Oriental Migratory Locust in China . Beijing : China Agriculture Press : 3 - 38

朱恩林 . 1999 . 中国东亚飞蝗发生与治理 . 北京 : 中国农业出版社 : 3 - 38