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遥感在精准农业中的应用进展及展望

DOI: 10.6046/gtzyyg.2011.03.01, PP. 1-7

Keywords: 遥感,精准农业,应用进展,展望

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Abstract:

精准农业是现代农业的重要组成部分,它通过各种技术手段获取农田内不同单元小区农作物的生长环境信息,并由此实现整个生产过程的精细化、准确化的农业微观经营管理。由于遥感技术能在不同的电磁谱段内周期性地采集地表信息,因此随着遥感技术的发展,其在精准农业领域开始发挥越来越大的作用,并在指导农田灌溉、施肥、病虫害防治、杂草控制及收获等方面均已有很多成功的应用。为使人们对遥感在精准农业中的应用有一总体了解,在概述遥感技术在精准农业领域应用进展的基础上,对其研究现状进行了分析总结,还对其发展进行了展望,并指出了技术方法的改进、新数据的应用、多源数据整合、遥感数据与农学/作物模型的整合以及监测技术的系统化是促进遥感技术在精准农业中发挥更大作用的主要研究内容。

References

[1]  Zhang Naiqian,Wang Maohua,Wang Ning.Precision Agriculture—A Worldwide Overview
[2]  [J] Computers and Electronics in Agriculture,2002,36(2/3):113-132.
[3]  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
[4]  [J] 遥感信息,2010(3):35-43.
[5]  李德仁.摄影测量与遥感的现状及发展趋势
[6]  [J] 武汉测绘科技大学学报,2000,25(1):1-5.
[7]  杨邦杰,裴志远,周清波,等.我国农情遥感监测关键技术研究进展
[8]  [J] 农业工程学报,2002,18(3):191-194.
[9]  王圆圆,李京.遥感影像土地利用/覆盖分类方法研究综述
[10]  [J] 遥感信息,2004(1):53-59.
[11]  Li Y,Shi Z,Li F.Delineation of Site-Specific Management Zones Based on Temporal and Spatial Variability of Soil Electrical Conductivity
[12]  [J] Pedosphere,2007,17(2):156-164.
[13]  胡潭高,朱文泉,阳小琼,等.高分辨率遥感图像耕地地块提取方法研究
[14]  [J] 光谱学与光谱分析,2009,29(10):2703-2707.
[15]  Wolkowski R P,Wollenhaupt N C.Use of Row-placed Fertilizer with Corn for the Management of the Effects of Field P and K Variability
[16]  [C] //Proceedings of Workshop on Site-Specific Management.for Agriculture Systems,Minneapolis,MN,USA:Madison,1994:475-483.
[17]  Nielsen D R,Wendroth O,Parlange M B.Opportunities for Examining on-farm Soil Variability
[18]  [C] //Proceedings of Workshop on Site-Specific Management.for Agriculture Systems,Minneapolis,MN,USA:Madison,1995:95-132.
[19]  Galv?o L S,Vitorello I,Fromaggio A R.Relationships of Spectral Reflectance and Color Among Surface and Subsurface Horizons of Tropical Soil Profiles
[20]  [J] Remote Sensing of Environment,1997,61(1):24-33.
[21]  Demattê J A M,Campos R C,Alves M C,et al,Visible-NIR Reflectance:a New Approach on Soil Evaluation
[22]  [J] Geoderma,2004,121(1/2):95-112.
[23]  Daughtry C S T,Hunt E R Jr.Mitigating the Effects of Soil and Residue Water Contents on Remotely Sensed Estimates of Crop Residue Cover
[24]  [J] Remote Sensing of Environment,2008,112(4):1647-1657.
[25]  Sorensen L K,Dalsgaard S.Determination of Clay and Other Soil Properties by Near Infrared Spectroscopy
[26]  [J] Soil Science Society of America Journal,2005,69(1):159-167.
[27]  Serbin G,Daughtry C S T,Hunt E R Jr,et al.Effects of Soil Composition and Mineralogy on Remote Sensing of Crop Residue Cover
[28]  [J] Remote Sensing of Environment,2009,113(1):224-238.
[29]  Murray T,Verhoef A.Moving Towards a More Mechanistic Approach in the Determination of Soil Heat Flux from Remote Measurements I:A Universal Approach to Calculate Thermal Inertia
[30]  [J] Agricultural and Forest Meteorology,2007,147(1/2):80-87.
[31]  Prasad A K,Chai L,Singh R P,et al.Crop Yield Estimation Model for Iowa Using Remote Sensing and Surface Parameters
[32]  [J] International Journal of Applied Earth Observation and Geoinformation,2006,8(1):26-33.
[33]  Anyamba A,Tucker C J,Eastman J R.NDVI Anomaly Patterns Over Africa During the 1997/98 ENSO Warm Event
[34]  [J] International Journal of Remote Sensing,2001,22(10):1847-1859.
[35]  Kogan F N.Remote Sensing of Weather Impacts on Vegetation in Non-homogenous Areas
[36]  [J] International Journal of Remote Sensing,1990,11(8):1405-1419.
[37]  Boken V K.Improving a Drought Early Warning Model for an Arid Region Using a Soil Moisture Index
[38]  [J] Applied Geography,2009,29(3):402-408.
[39]  Lambin E F,Ehrlich D.Combing Vegetation Indices and Surface Temperature for Land Cover Mapping at Broad Spatial Scales
[40]  [J] International Journal of Remote Sensing,1995,16(3):573-579.
[41]  Wan Z,Wang P,Li X.Using MODIS Land Surface Temperature and Normalized Difference Vegetation Index Products for Monitoring Drought in the Southern Great Plains,USA
[42]  [J] International Journal of Remote Sensing,2004,25(1):61-72.
[43]  Qin Q,Ghulam A,Zhu L,et al.Evaluation of MODIS Derived Perpendicular Drought Index for Estimation of Surface Dryness Over Northwestern China
[44]  [J] International Journal of Remote Sensing,2007,29(7):1983-1995.
[45]  Folhes M T,Rennó C D,Soares J V.Remote Sensing for Irrigation Water Management in the Semi-arid Northeast of Brazil
[46]  [J] Agricultural Water Management,2009,96(10):1398-1408.
[47]  Stone M L,Solie J B,Raun W R,et al.Use of Spectral Radiance for Correcting In-season Fertilizer Nitrogen Deficiencies in Winter Wheat
[48]  [J] Transactions of the ASAE,1996,39(5):1623-1631.
[49]  Daughtry C S T,Walthall C L,Kim M S,et al.Estimating Corn Leaf Chlorophyll Concentration from Leaf and Canopy Reflectance
[50]  [J] Remote Sensing of Environment,2000,74(2):229-239.
[51]  Li F,Gnyp M L,Jia L L,et al.Estimating N Status of Winter Wheat Using a Handheld Spectrometer in the North China Plain
[52]  [J] Field Crops Research,2008,106(1):77-85.
[53]  孙焱鑫,王纪华,李保国,等.基于BP和GRNN神经网络的冬小麦冠层叶绿素高光谱反演建模研究
[54]  [J] 遥感技术与应用,2007,22(4):492-496.
[55]  Ayala-Silva T,Beyl C A.Changes in Spectral Reflectance of Wheat Leaves in Response to Specific Macronutrient Deficiency
[56]  [J] Advances in Space Research,2005,35(2):305-317.
[57]  Curran P J,Dungan J L,Macler B A,et al.Reflectance Spectroscopy of Fresh Whole Leaves for the Estimation of Chemical Concentration
[58]  [J] Remote Sensing of Environment,1992,39(2):153-166.
[59]  陈兵,李少昆,王克如,等.作物病虫害遥感监测研究进展
[60]  [J] 棉花学报,2007,19(1):57-63.
[61]  陈鹏程,张建华,雷勇辉,等.高光谱遥感监测农作物病虫害研究进展
[62]  [J] 中国农学通报,2006,22(2):388-391.
[63]  Singh D,Sao R,Singh K P.A Remote Sensing Assessment of Pest Infestation on Sorghum
[64]  [J] Advances in Space Research,2007,39(1):155-163.
[65]  Daughtry C S T,Hunt E R Jr,McMurtrey J E.Assessing Crop Residue Cover Using Shortwave infrared Reflectance
[66]  [J] Remote Sensing of Environment,2004,90(1):126-134.
[67]  Xinhua.FAO Expert Says Weed Lurking Menace in Farming
[68]  [EB/OL]
[69]  Jurado-Exppsito M,López-Granados F,Atenciano S,et al.Discrimination of Weed Seedlings,Wheat(Triticum aestivum)Stubble and Sunflower(Helianthus annuus)by Near-infrared Reflectance Spectroscopy(NIRS)
[70]  [J] Crop Protection,2003,22(10):1177-1180.
[71]  Goel P K,Prasher S O,Patel R M,et al.Classification of Hyperspectral Data by Decision Trees and Artificial Neural Networks to Identify Weed Stress and Nitrogen Status of Corn
[72]  [J] Computers and Electronics in Agriculture,2003,39(2):67-93.
[73]  Gée C,Bossu J,Jones G,et al.Crop/Weed Discrimination in Perspective Agronomic Images
[74]  [J] Computers and Electronics in Agriculture,2008,60(1),49-59.
[75]  Ierna A.Influence of Harvest Date on Nitrate Contents of Three Potato Varieties for Off-season Production
[76]  [J] Journal of Food Composition and Analysis,2009,22(6):551-555.
[77]  Sakamoto T,Yokozawa M,Toritani H,et al.A Crop Phenology Detection Method Using Time-series MODIS Data
[78]  [J] Remote Sensing of Environment,2005,96(3/4),366-374.
[79]  Francois I M,Marin E,Brijsk,et al.The Use of Vis/NIR Spectroscopy to Predict the Optimal Root Harvesting Date of Chicory(Cichorium intybus L)
[80]  [J] Postharvest Biology and Technology,2009,53(1/2):77-83.
[81]  Peirs A,Schenk A,Nicolai B M.Effect of Natural Variability Among Apples on the Accuracy of VIS-NIR Calibration Models for Optimal Harvest Date Predictions
[82]  [J] Postharvest Biology and Technology,2005,35(1):1-13.
[83]  陈国梁,张金文,梁慧光,等.RNAi技术在作物品质改良中的应用
[84]  [J] 中国生物工程杂志,2008,28(1):91-96.
[85]  Xue L,Cao W,Yang L.Predicting Grain Yield and Protein Content in Winter Wheat at Different N Supply Levels Using Canopy Reflectance Spectra
[86]  [J] Pedosphere,2007,17(5):646-653.
[87]  Zhao C,Liu L,Wang J,et al.Predicting Grain Protein Content of Winter Wheat Using Remote Sensing Data Based on Nitrogen Status and Water Stress
[88]  [J] International Journal of Applied Earth Observation and Geoinformation,2005,7(1):1-9.
[89]  李小文.地球表面时空多变要素的定量遥感项目综述
[90]  [J] 地球科学进展,2006,21(8):771-780.
[91]  李卫国,赵春江,王纪华,等.遥感和生长模型相结合的小麦长势监测研究现状与展望
[92]  [J] 国土资源遥感,2007(2):6-9.
[93]  Jones D,Barnes E M.Fuzzy Composite Programming to Combine Remote Sensing and Crop Models for Decision Support in Precision Crop Management
[94]  [J] Agricultural Systems,2000,65(3):137-158.
[95]  Infoterra.Farm Management Services-FarmStar
[96]  [EB/OL]
[97]  Wu B,Meng J,Zhang F,et al.Applying Remote Sensing in Precision Farming-a Case Study in Yucheng
[98]  [C] //Proceedings of the IEEE International Conference on Computer and Computing Technology Applications in Agriculture,Piscataway,NJ,USA:IEEE Xplore,2009.

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