综述 |
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遥感技术估算非光合植被覆盖度研究综述 |
王光镇1,王静璞1,邹学勇2,韩柳1,宗敏1 |
(1.鲁东大学资源与环境工程学院,山东 烟台 264025;
2.北京师范大学 地表过程与资源生态国家重点实验室,北京 100875) |
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A Review on Estimating Fractional Cover of Non-photosynthetic Vegetation by Using Remote Sensing |
Wang Guangzhen1,Wang Jingpu1,Zou Xueyong2,Han Liu1,Zong Min1 |
(1.College of Resource and Environment Engineering,Ludong University,Yantai 264025,China;
2.State Key Laboratory of Earth Surface Process and Resource Ecology,Beijing Normal University,Beijing 100875,China) |
[1]Guerschman J P,Hill M J,Renzullo L J,et al.Estimating Fractional Cover of Photosynthetic Vegetation,Non-Photosynthetic Vegetation and Bare Soil in the Australian Tropical Savanna Region Upscaling the EO-1 Hyperion and MODIS Sensors[J].Remote Sensing of Environment,2009,113(5):928-945.[HJ2.1mm]
[2]Ren H,Zhou G.Estimating Senesced Biomass of Desert Steppe in Inner Mongolia Using Field Spectrometric Data[J].Agricultural and Forest Meteorology,2012,161:66-71.
[3]Facelli J M,Pickett S T A.Plant Litter:Its Dynamics and Effects on Plant Community Structure[J].The Botanical Review,1991,57(1):1-32.
[4]Henry H A L,Brizgys K,Field C B.Litter Decomposition in a California Annual Grassland:Interactions between Photodegradation and Litter Layer Thickness[J].Ecosystems,2008,11(4):545-554.
[5]Donath T W,Eckstein R L.Effects of Bryophytes and Grass Litter on Seedling Emergence Vary by Vertical Seed Position and Seed Size[J].Plant Ecology,2009,207(2):257-268.
[6]Deutsch E S,Bork E W,Willms W D.Separation of Grassland Litter and Ecosite Influences on Seasonal Soil Moisture and Plant Growth Dynamics[J].Plant Ecology,2010,209(1):135-145.
[7]Wang J,Zhao M,Willms W D,et al.Can Plant Litter Affect Net Primary Production of a Typical Steppe in Inner Mongolia?[J].Journal of Vegetation Science,2011,22(2):367-376.
[8]Hewins D B,Archer S R,Okin G S,et al.Soil-Litter Mixing Accelerates Decomposition in a Chihuahuan Desert Grassland[J].Ecosystems,2012,16(2):183-195.
[9]Bonanomi G,Caporaso S,Allegrezza M.Effects of Nitrogen Enrichment,Plant Litter Removal and Cutting on a Species‐Rich Mediterranean Calcareous Grassland[J].Plant Biosystems - An International Journal Dealing with all Aspects of Plant Biology,2009,143(3):443-455.
[10]Kim Y,Yang Z,Cohen W B,et al.Distinguishing between Live and Dead Standing Tree Biomass on the North Rim of Grand Canyon National Park,USA Using Small-footprint LiDAR Data[J].Remote Sensing of Environment,2009,113(11):2499-2510.
[11]Newnham G J,Verbesselt J,Grant I F,et al.Relative Greenness Index for Assessing Curing of Grassland Fuel[J].Remote Sensing of Environment,2011,115(6):1456-1463.
[12]Jensen K,Gutekunst K.Effects of Litter on Establishment of Grassland Plant Species:The Role of Seed Size and Successional Status[J].Basic and Applied Ecology,2003,4(6):579-587.
[13]Rasran L,Vogt K,Jensen K.Effects of Litter Removal and Mowing on Germination and Establishment of Two Fen-Grassland Species Along a Productivity Gradient[J].Folia Geobotanica,2007,42(3):271-288.
[14]Huang W,Sun G,Dubayah R,et al.Mapping Biomass Change after Forest Disturbance:Applying LiDAR Footprint-derived Models at Key Map Scales[J].Remote Sensing of Environment,2013,134:319-332.
[15]Zhang Y X,Li X B,Chen Y H.Overview of Field and Multi-Scale Remote Sening Measurement Approaches to Grassland Vegetation Coverrage[J].Advances in Earth Science,2003,18(1):85-93.[张云霞,李晓兵,陈云浩.草地植被盖度的多尺度遥感与实地测量方法综述[J].地球科学进展,2003,18(1):85-93.]
[16]Jia Kun,Yao Yunjun,Wei Xiangqin,et al.2013.A Review on Fractional Vegetation Cover Estimation Using Remote Sensing[J].Advances in Earth Science,2013,28(7) :774-782.[贾坤,姚云军,魏香琴,等.植被覆盖度遥感估算研究进展[J].地球科学进展,2013,28(7):774-782.]
[17]Serbin G,Hunt E R,Daughtry C S T,et al.Assessment of Spectral Indices for Cover Estimation of Senescent Vegetation[J].Remote Sensing Letters,2013,4(6):552-560.
[18]Ren Hangrui,Zhou Guangsheng,Zhang Feng,et al.Evaluating Cellulose Absorption index(CAI) for Non-photosynthetic Biomass Estimation in the Desert Steppe of Inner Mongolia[J].Science China Bulletin,2012,57(10):839-845.[任鸿瑞,周广胜,张峰,等.基于纤维素吸收指数(CAI)的内蒙古荒漠草原非绿色生物量估算[J].科学通报,2012,57(10):839-845.]
[19]Li Tao,Li Xiaosong,Li Fei,et al.2015.Estimating fractional cover of photosynthetic vegetation and non- photosynthetic vegetation in the Xilingol stepper region with EO-1 hyperion data[J].Acta Ecologica Sinica,35(11):3643-3652.[李涛,李晓松,李飞.基于Hyperion的锡林郭勒草原光合植被、非光合植被覆盖度估算[J].生态学报,2015,35(11):3643-3652.]
[20]Daughtry C S T.Discriminating Crop Residues from Soil by Shortwave Infrared Reflectance[J].Agronomy Journal,2001,93(1):125-131.
[21]Elvidge C D.Visible and near Infrared Reflectance Characteristics of Dry Plant Materials[J].International Journal of Remote Sensing,1990,11(10):1775-1795.
[22]Asner G P.Biophysical and Biochemical Sources of Variability in Canopy Reflectance[J].Remote Sensing of Environment,1998,64(3):234-253.
[23]Daughtry C S T,Nagler P L,Kim M S,et al.Spectral Reflectance of Soils and Crop Residues[C]∥Davies A M C,Williams P,eds Near Infrared Spectroscopy:The Future Waves Chichester:NIR Publication,1996:505-511.
[24]Nagler P L,Daughtry C S T,Goward S N.Plant Litter and Soil Reflectance[J].Remote Sensing of Environment,2000,71(2):207-215.
[25]Biard F,Baret F.Crop Residue Estimation Using Multiband Reflectance[J].Remote Sensing of Environment,1997,59(3):530-536.
[26]Daughtry C S T,Hunt E R,McMurtrey J E.Assessing Crop Residue Cover Using Shortwave Infrared Reflectance[J].Remote Sensing of Environment,2004,90(1):126-134.
[27]Daughtry C S T,McMurtrey J E,Chappelle E W,et al.Measuring Crop Residue Cover Using Remote Sensing Techniques[J].Theoretical and Applied Climatology,1996,54(1):17-26.
[28]Cao X,Chen J,Matsushita B,et al.Developing a Modis-based Index to Discriminate Dead Fuel from Photosynthetic Vegetation and Soil Background in the Asian Steppe Area[J].International Journal of Remote Sensing,2010,31(6):1589-1604.
[29]Daughtry C,Huntjr E.Mitigating the Effects of Soil and Residue Water Contents on Remotely Sensed Estimates of Crop Residue Cover[J].Remote Sensing of Environment,2008,112(4):1647-1657.
[30]Serbin G,Daughtry C S T,Hunt E R,et al.Effects of Soil Composition and Mineralogy on Remote Sensing of Crop Residue Cover[J].Remote Sensing of Environment,2009,113(1):224-238.
[31]Serbin G,Hunt Jr E R,Daughtry C S T,et al.An Improved Aster Index for Remote Sensing of Crop Residue[J].Remote Sensing,2009,1(4):971-991.
[32]Daughtry C S T,Hunt E R,Doraiswamy P C,et al.Remote Sensing the Spatial Distribution of Crop Residues[J].Agronomy Journal,2005,97(3):864-871.
[33]Numata I,Roberts D,Chadwick O,et al.Evaluation of Hyperspectral Data for Pasture Estimate in the Brazilian Amazon Using Field and Imaging Spectrometers[J].Remote Sensing of Environment,2008,112(4):1569-1583.
[34]Nagler P L,Inoue Y,Glenn E P,et al.Cellulose Absorption Index(Cai) to Quantify Mixed Soil-plant Litter Scenes[J].Remote Sensing of Environment,2003,87(2-3):310-325.
[35]Quemada M,Daughtry C.Spectral Indices to Improve Crop Residue Cover Estimation under Varying Moisture Conditions[J].Remote Sensing,2016,8(8).doi:10.3390/rs8080660.
[36]Xie Xiaoyan,Liu Yongmei,Li Jingzhong,et al.Remote Sensing Estimation of Plant Litter Cover based on the Spectra of Plant Litter-soil Mixed Scenes[J].Spectrocopy and Spectral Analysis,2016,(7):2217-2223.[谢小燕,刘咏梅,李京忠,等.黄土丘陵区林草地枯落层盖度遥感估算研究[J].光谱学与光谱分析,2016,(7):2217-2223.]
[37]McNairn H,Protz R.Mapping Corn Residue Cover on Agricultural Fields in Oxford County,Ontario,Using Thematic Mapper[J].Canadian Journal of Remote Sensing,1993,19(2):152-159.
[38]Van Deventer A,Ward A D,Gowda P H,et al.Using Thematic Mapper Data to Identify Contrasting Soil Plains and Tillage Practices[J].Photogrammetric engineering and remote sensing(USA),1997,63(1):87-93.
[39]Qi J,Marsett R,Heilman P,et al.Ranges Improves Satellite-based Information and Land Cover Assessments in Southwest United States[J].Eos,Transactions American Geophysical Union,2002,83(51):601-606.
[40]Biard F,Bannari A,Bonn F.SACRI(Soil Adjusted Corn Residue Index):An Index Using near and Mid-Infrared for the Detection of Residues of Maize(in French)[C]∥17th Canadian Symposium on Remote Sensing,1995:417-423.
[41]Bannari A,Haboudane D,McNairn H,et al.Modified Soil Adjusted Crop Residue Index(MSACRI):A New Index for Mapping Crop Residue[C]∥IEEE 2000 International Geoscience and Remote Sensing Symposium,2000:2936-2938.
[42]Gamon J A,Serrano L,Surfus J S.The Photochemical Reflectance Index:An Optical Indicator of Photosynthetic Radiation Use Efficiency across Species,Functional Types,and Nutrient Levels[J].Oecologia,1997,112(4):492-501.
[43]Apan A,Held A,Phinn S,et al.Detecting Sugarcane ‘Orange Rust’ Disease Using Eo-1 Hyperion Hyperspectral Imagery[J].International Journal of Remote Sensing,2004,25(2):489-498.
[44]Cao X,Cui X,Yue M,et al.Evaluation of Wildfire Propagation Susceptibility in Grasslands Using Burned Areas and Multivariate Logistic Regression[J].International Journal of Remote Sensing,2013,34(19):6679-6700.
[45]Jacques D C,Kergoat L,Hiernaux P,et al.Monitoring Dry Vegetation Masses in Semi-drid Areas with Modis Swir Bands[J].Remote Sensing of Environment,2014,153:40-49.[46]Ji Cuicui,Jia Yonghong,Li Xiaosong,et al.Research on Linear and Nonlinear Spectral Mixture Models for Estimating Vegetation Fractional Cover of Nitraria Bushes[J].Journal Of Remote Sensing,2016,20(6):1402-1412.[姬翠翠,贾永红,李晓松,等.线性/非线性光谱混合模型估算白刺灌丛植被覆盖度[J].遥感学报,2016,20(6):1402-1412.]
[47]Zheng Guoxiong,Li Xiaosong,Zhang Kaixun,et al.Spectral Mixing Mechanism Analysis of Photosynthetic/Non-photosynthetic Vegetation and Bared Soil Mixture in the Hunshandake(Otindag) Sandy Land[J].Spectroscopy and Spectral Analysis,2016,36(4):1063-1068.[郑国雄,李晓松,张凯选,等.浑善达克沙地光合/非光合植被及裸土光谱混合机理分析[J].光谱学与光谱分析,2016,36(4):1063-1068.]
[48][KG*4/5]Asner G P,Heidebrecht K B.Spectral Unmixing of Vegetation,Soil and Dry Carbon Cover in Arid Regions:Comparing Multispectral and Hyperspectral Observations[J].International Journal of Remote Sensing,2010,23(19):3939-3958.
[49]Roberts D A,Dennison P E,Gardner M E,et al.Evaluation of the Potential of Hyperion for Fire Danger Assessment by Comparison to the Airborne Visible/Infrared Imaging Spectrometer[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41(6):1297-1310.
[50]Elmore A J,Asner G P,Hughes R F.Satellite Monitoring of Vegetation Phenology and Fire Fuel Conditions in Hawaiian Drylands[J].Earth Interactions,2005,9(21):1-21.
[51]Okin G S,Clarke K D,Lewis M M.Comparison of Methods for Estimation of Absolute Vegetation and Soil Fractional Cover Using Modis Normalized Brdf-adjusted Reflectance Data[J].Remote Sensing of Environment,2013,130:266-279.
[52]Hill M J,Zhou Q,Sun Q,et al.Dynamics of the Relationship between Ndvi and Swir32 Vegetation Indices in Southern Africa:Implications for Retrieval of Fractional Cover from Modis Data[J].International Journal of Remote Sensing,2016,37(6):1476-1503.
[53]Daughtry C S T,Doraiswamy P C,Hunt E R,et al.Remote Sensing of Crop Residue Cover and Soil Tillage Intensity[J].Soil and Tillage Research,2006,91(1-2):101-108.
[54]Jackson H,Prince S.Degradation of Non-Photosynthetic Vegetation in a Semi-Arid Rangeland[J].Remote Sensing,2016,8(9):692.
[55]Beeson P C,Daughtry C S T,Hunt E R,et al.Multispectral Satellite Mapping of Crop Residue Cover and Tillage Intensity in Iowa[J].Journal of Soil and Water Conservation,2016,71(5):385-395.
[56]Meyer T,Okin G S.Evaluation of Spectral Unmixing Techniques Using MODIS in a Structurally Complex Savanna Environment for Retrieval of Green Vegetation,Nonphotosynthetic Vegetation,and Soil Fractional Cover[J].Remote Sensing of Environment,2015,161:122-130.
[57]Xu D,Guo X,Li Z,et al.Measuring the Dead Component of Mixed Grassland with Landsat Imagery[J].Remote Sensing of Environment,2014,142:33-43.
[58]Guerschman J P,Scarth P F,McVicar T R,et al.Assessing the Effects of Site Heterogeneity and Soil Properties When Unmixing Photosynthetic Vegetation,Non-photosynthetic Vegetation and Bare Soil Fractions from Landsat and Modis Data[J].Remote Sensing of Environment,2015,161:12-26.
[59]Li X,Zheng G,Wang J,et al.Comparison of Methods for Estimating Fractional Cover of Photosynthetic and Non-photosynthetic Vegetation in the Otindag Sandy Land Using GF-1 Wide-field View Data[J].Remote Sensing,2016,8(10).doi:10.3390/rs8100800.
[60]Li Z,Guo X.Remote Sensing of Terrestrial Non-Photosynthetic Vegetation Using Hyperspectral,Multispectral,SAR,and LiDAR Data[J].Progress in Physical Geography,2015,40(2):276-304.
[61]Zheng B,Campbell J B,Serbin G,et al.Remote Sensing of Crop Residue and Tillage Practices:Present Capabilities and Future Prospects[J].Soil and Tillage Research,2014,138:26-34.
[62]McNairn H,Duguay C,Brisco B,et al.The Effect of Soil and Crop Residue Characteristics on Polarimetric Radar Response[J].Remote Sensing of Environment,2002,80(2):308-320.
[63]Pesonen A,Kangas A,Maltamo M,et al.Effects of Auxiliary Data Source and Inventory Unit Size on the Efficiency of Sample-based Coarse Woody Debris Inventory[J].Forest Ecology and Management,2010,259(10):1890-1899.
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