遥感技术与应用 2019, Vol. 34 Issue (3): 455-466 DOI: 10.11873/j.issn.1004-0323.2019.3.0455 |
荧光遥感专栏 |
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太阳诱导叶绿素荧光的卫星遥感反演方法研究进展 |
纪梦豪1,2,唐伯惠1,2,李召良1,2,3 |
(1.中国科学院地理科学与资源研究所 资源与环境信息系统国家重点实验室,北京100101;
2.中国科学院大学 资源与环境学院,北京100049;
3.中国农业科学院农业资源与农业区划研究所 农业部农业遥感重点实验室,北京100081) |
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Review of Solar-induced Chlorophyll Fluorescence Retrieval Methods from Satellite Data |
Ji Menghao1,2,Tang Bohui1,2,Li Zhaoliang1,2,3 |
(1.State Key Laboratory of Resources and Environment Information System,Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences,Beijing 100101,China;2.College of Resources and Environment,University of Chinese Academy of Sciences,Beijing 100049,China;3.Key Laboratory of Agricultural Remote Sensing,Ministry of Agriculture/Institute of Agricultural Resources and Regional Planning,Chinese Academy of Agricultural Sciences,Beijing 100081,China) |
[1]Meroni M,Rossini M,Guanter L,et al.Remote Sensing of Solar-induced Chlorophyll Fluorescence:Review of Methods and Applications[J].Remote Sensing of Environment,2009,113(10):2037-2051.<br />
[2]Frankenberg C,Berry J.Solar Induced Chlorophyll Fluorescence:Origins,Relation to Photosynthesis and Retrieval[M].Amsterdam:Elsevier,2018:143-162.<br />
[3]Porcar-Castell A,Berry J A.Linking Chlorophyll a Fluorescence to Photosynthesis for Remote Sensing Applications:Mechanisms and Challenges[J].Journal of Experimental Botany,2014,65(15):4065-4095.<br />
[4]Su Gang,Liu Liangyun,Zheng Wengang,et al.Development of a Solar-induced Chlorophyll Fluorescence Monitor based on Fraunhofer Line Princiole[C]∥International Symposium on Intelligent Information Technology in Agriculture,2009,40(S1):248-253.[孙刚,刘良云,郑文刚,等.基于夫琅和费暗线原理的太阳诱导叶绿素荧光仪[C]∥智能化农业信息技术国际学术会议.2009,40(S1):248-253.]<br />
[5]Sanders A F J,Verstraeten W W,Kooreman M L,et al.Spaceborne Sun-induced Vegetation Fluorescence Time Series from 2007 to 2015 Evaluated with Australian Flux Tower Measurements[J].Remote Sensing,2016,8(12):895-918.<br />
[7]Sabater N,Vicente J,Alonso L,et al.Compensation of Oxygen Transmittance Effects for Proximal Sensing Retrieval of Canopy-leaving Sun-induced Chlorophyll Fluorescence[J].Remote Sensing,2018,10(10):1551-1579.<br />
[8]Liu X,Guo J,Hu J,et al.Atmospheric Correction for Tower-based Solar-induced Chlorophyll Fluorescence Observations at O2-A Band[J].Remote Sensing,2019,11(3):355-370.<br />
[9]Frankenberg C,O’Dell C,Guanter L,et al.Remote Sensing of Near-infrared Chlorophyll Fluorescence from Space in Scattering Atmospheres:Implications for its Retrieval and Interferences with Atmospheric CO2 Retrievals[J].Atmospheric Measurement Techniques,2012,5(8):2081-2094.<br />
[10]Yang X,Shi H,Stovall A,et al.FluoSpec 2-An Automated Field Spectroscopy System to Monitor Canopy Solar-Induced Fluorescence[J].Sensors,2018,18(7):2063-2080.<br />
[11]Damm A,Erler A,Hillen W,et al.Modeling the Impact of Spectral Sensor Configurations on the FLD Retrieval Accuracy of Sun-induced Chlorophyll Fluorescence[J].Remote Sensing of Environment,2011,115(8):1882-1892.<br />
[12]Meroni M,Busetto L,Colombo R,et al.Performance of Spectral Fitting Methods for Vegetation Fluorescence Quantification[J].Remote Sensing of Environment,2010,114(2):363-374.<br />
[13]Zhou X,Liu Z,Xu S,et al.An Automated Comparative Observation System for Sun-induced Chlorophyll Fluorescence of Vegetation Canopies[J].Sensors,2016,16(6):775-789.<br />
[14]Joiner J,Yoshida Y,Vasilkov A P,et al.First Observations of Global and Seasonal Terrestrial Chlorophyll Fluorescence from Space[J].Biogeosciences Discussions,2011,8(3):637-651.<br />
[15]Zhang Lifu,Wang Siheng,Huang Changping.Top-of-atmosphere Hyperspectral Remote Sensing of Solar-induced Chlorophyll Fluorescence:A Review of Methods[J].Journal of Remote Sensing,2018,22(1):1-12.[张立福,王思恒,黄长平.太阳诱导叶绿素荧光的卫星遥感反演方法[J].遥感学报,2018,22(1):1-12.]<br />
[16]Malina E,Yoshida Y,Matsunaga T,et al.Information Content Analysis:The Potential for Methane Isotopologue Retrieval from GOSAT-2[J].Atmospheric Measurement Techniques Discussions,2018,11(2):1159-1179.<br />
[17]Eldering A,Taylor T E,O’Dell C W,et al.The OCO-3 Mission:Measurement Objectives and Expected Performance based on 1 Year of Simulated Data[J].Atmospheric Measurement Techniques,2019,12(4):2341-2370.<br />
[18]Kraft S,Bello U D,Bouvet M,et al.FLEX:ESA’s Earth Explorer 8 Candidate Mission[C]∥ IEEE International Geoscience and Remote Sensing Symposium.IEEE,2012:7125-7128.<br />
[19]Zoogman P,Jacob D J,Chance K,et al.Monitoring High-ozone Events in the US Intermountain West Using TEMPO Geostationary Satellite Observations[J].Atmospheric Chemistry and Physics,2014,14(12):6261-6271.<br />
[20]O’Brien D M,Polonsky I N,Utembe S R,et al.Potential of a Geostationary GeoCARB Mission to Estimate Surface Emissions of CO2,CH4 and CO in a Polluted Urban Environment:Case Study Shanghai[J].Atmospheric Measurement Techniques,2016,9(9):4633-4654.<br />
[21]Zhang Zhaoying,Wang Songhan,Qiu Bo,et al.Retrieval of Sun-induced Chlorophyll Fluorescence and Advancements in Carbon Cycle Application[J].Journal of Remote Sensing,2019,23(1):37-52.[章钊颖,王松寒,邱博,等.日光诱导叶绿素荧光遥感反演及碳循环应用进展[J].遥感学报,2019.23(1):37-52.]<br />
[22]Van der Tol C,Verhoef W,Timmermans J,et al.An Integrated Model of Soil-canopy Spectral Radiances,Photosytesis,Fluorescence,Temperature and Energy Balance[J].Biogeosciences,2009,6(12):3109-3129.<br />
[23]Wang Ran,Liu Zhigang,Yang Peiqi.Principle and Progress in Remote Sensing of Vegetation Solar-induced Chlorophyll Fluorescence[J].Advances in Earth Science,2012,27(11):1221-1228.[王冉,刘志刚,杨沛琦.植物日光诱导叶绿素荧光的遥感原理及研究进展[J].地球科学进展,2012,27(11):1221-1228.]<br />
[24]Damm A,Guanter L,Laurent V C E,et al.FLD-based Retrieval of Sun-induced Chlorophyll Fluorescence from Medium Spectral Resolution Airborne Spectroscopy Data[J].Remote Sensing of Environment,2014,147(18):256-266.<br />
[25]Joiner J,Yoshida Y,Vasilkov A P,et al.Filling-in of Near-infrared Solar Lines by Terrestrial Fluorescence and Other Geophysical Effects:Simulations and Space-based Observations from SCIAMACHY and GOSAT[J].Atmospheric Measurement Techniques,2012,5(5):809-829.<br />
[26]Khler P,Guanter L,Frankenberg C.Simplified Physically based Retrieval of Sun-induced Chlorophyll Fluorescence from GOSAT Data[J].IEEE Geoscience and Remote Sensing Letters,2015,12(7):1446-1450.<br />
[27]Guanter L,Frankenberg C,Dudhia A,et al.Retrieval andGlobal Assessment of Terrestrial Chlorophyll Fluorescence from GOSAT Space Measurements[J].Remote Sensing of Environment,2012,121(6):236-251.<br />
[28]Du S,Liu L,Liu X,et al.Retrieval of Global Terrestrial Solar-induced Chlorophyll Fluorescence from TanSat Satellite[J].Science Bulletin,2018,63(22):1502-1512.<br />
[29]Guanter L,Rossini M,Colombo R,et al.UsingField Spectroscopy to Assess the Potential of Statistical Approaches for the Retrieval of Sun-induced Chlorophyll Fluorescence from Ground and Space[J].Remote Sensing of Environment,2013,133(7253):52-61.<br />
[30]Joiner J,Yoshida Y,Guanter L,et al.NewMethods for Retrieval of Chlorophyll Red Fluorescence from Hyper-spectral Satellite Instruments:Simulations and Application to GOME-2 and SCIAMACHY[J].Atmospheric Measurement Techniques,2016,9(8):3939-3967.<br />
[31]Khler P,Frankenberg C,Magney T S,et al.Global Retrievals of Solar-induced Chlorophyll Fluorescence with TROPOMI:First Results and Intersensor Comparison to OCO-2[J].Geophysical Research Letters,2018,45(19):10456-10463.<br />
[32]Joiner J,Guanter L,Lindstrot R,et al.GlobalMonitoring of Terrestrial Chlorophyll Fluorescence from Moderate Spectral Resolution Near-infrared Satellite Measurements:Methodology,Simulations,and Application to GOME-2[J].Atmospheric Measurement Techniques,2013,6(10):2803-2823.<br />
[33]Guanter L,Aben I,Tol P,et al.Potential of the TROPOspheric Monitoring Instrument (TROPOMI) onboard the Sentinel-5 Precursor for the Monitoring of Terrestrial Chlorophyll Fluorescence[J].Atmospheric Measurement Techniques,2015,8(3):1337-1352.<br />
[34]Khler P,Guanter L,Joiner J.ALinear Method for the Retrieval of Sun-induced Chlorophyll Fluorescence from GOME-2 and SCIAMACHY Data[J].Atmospheric Measurement Techniques,2015,8(12):2589-2608.<br />
[35]Frankenberg C,Butz A,Toon G C.Disentangling Chlorophyll Fluorescence from Atmospheric Scattering Effects in O2A-band Spectra of Reflected Sun-light[J].Geophysical Research Letters,2011,38(3):445-456.<br />
[36]Wolanin A,Rozanov V V,Dinter T,et al.GlobalRetrieval of Marine and Terrestrial Chlorophyll Fluorescence at its Red Peak Using Hyperspectral Top of Atmosphere Radiance Measurements:Feasibility Study and First Results[J].Remote Sensing of Environment,2015,166:243-261.<br />
[37]Khosravi N,Vountas M,Rozanov V,et al.Retrieval of Terrestrial Plant Fluorescence based on the In-filling of Far-red Fraunhofer Lines Using SCIAMACHY Observations[J].Frontiers in Environmental Science,2015,3:78-90.<br />
[38][JP2]Guanter L,Alonso L,Gómez-Chova L,et al.Estimation of Solar-induced Vegetation Fluorescence from Space Measurements[J].Geophysical Research Letters,2007,34(8):162-179.<br />
[39]Guanter L,Alonso L,Gómez-Chova L,et al.Developments forVegetation Fluorescence Retrieval from Spaceborne High-resolution Spectrometry in the O2-A and O2-B Absorption Bands[J].Journal of Geophysical Research Atmospheres,2010,115(D19):D19303.<br />
[40]Cogliati S,Verhoef W,Kraft S,et al.Retrieval of Sun-induced Fluorescence Using Advanced Spectral Fitting Methods[J].Remote Sensing of Environment,2015,169:344-357.<br />
[41]Frankenberg C,Fisher J B,Worden J,et al.NewGlobal Observations of the Terrestrial Carbon Cycle from GOSAT:Patterns of Plant Fluorescence with Gross Primary Productivity[J].Geophysical Research Letters,2011,38(17):351-365.<br />
[42]Liu X,Liu L.Influence of theCanopy BRDF Characteristics and Illumination Conditions on the Retrieval of Solar-induced Chlorophyll Fluorescence[J].International Journal of Remote Sensing,2018,39(6):1782-1799.<br />
[43]Fournier A,Goulas Y,Daumard F,et al.Effects of Vegetation Directional Reflectance on Sun-induced Fluorescence Retrieval in the Oxygen Absorption Bands[C]∥Proceedings of 5th International Workshop on Remote Sensing of Vegetation Fluorescence,2014:1-5.<br />
[44]Zhang Z,Zhang Y,Joiner J,et al.AngleMatters:Bidirectional Effects Impact the Slope of Relationship between Gross Primary Productivity and Sun-induced Chlorophyll Fluorescence from Orbiting Carbon Observatory-2 Across Biomes[J].Global Change Biology,2018,24(11):5017-5020.<br />
[45]He L,Chen J M,Liu J,et al.Angular Normalization of GOME-2 Sun-induced Chlorophyll Fluorescence Observation as a Better Proxy of Vegetation Productivity[J].Geophysical Research Letters,2017,44(11):5691-5699.<br />
[46]Duveiller G,Cescatti A.SpatiallyDownscaling Sun-induced Chlorophyll Fluorescence Leads to an Improved Temporal Correlation with Gross Primary Productivity[J].Remote Sensing of Environment,2016,182:72-89.<br />
[47]Gentine P,Alemohammad S H.RSIF (Reconstructed Solar Induced Fluorescence):A Machine-learning Vegetation Product based on MODIS Surface Reflectance to Reproduce GOME-2 Solar Induced Fluorescence[J].Geophysical Research Letters,2018,45(7):3136-3146.<br />
[48]Zhang Y,Joiner J,Alemohammad S H,et al.A Global Spatially Contiguous Solar-induced Fluorescence (CSIF) Dataset Using Neural Networks[J].Biogeosciences,2018,15(19):5779-5800.<br />
[49]Yu L,Wen J,Chang C Y,et al.High Resolution Global Contiguous SIF of OCO-2[J].Geophysical Research Letters,2019,46(3):1449-1458.<br />
[50]Li X,Xiao J.A Global,0.05-degree Product of Solar-induced Chlorophyll Fluorescence derived from OCO-2,MODIS,and Reanalysis Data[J].Remote Sensing,2019,11(5):517-530.<br />
[51]Zhang Y,Xiao X,Zhang Y,et al.On the Relationship between Sub-daily Instantaneous and Daily Total Gross Primary Production:Implications for Interpreting Satellite-based SIF Retrievals[J].Remote Sensing of Environment,2018,205:276-89.<br />
[52]Liu L,Zhang Y,Wang J,et al.Detecting Solar-induced Chlorophyll Fluorescence from Field Radiance Spectra based on the Fraunhofer Line Principle[J].IEEE Transactions on Geoscience and Remote Sensing,2005,43(4):827-832.<br />
[53]Daumard F,Champagne S,Fournier A,et al.A Field Platform for Continuous Measurement of Canopy Fluorescence[J].IEEE Transactions on Geoscience and Remote Sensing,2010,48(9):3358-3368.<br />
[54]Van der Tol C,Rossini M,Cogliati S,et al.AModel and Measurement Comparison of Diurnal Cycles of Sun-induced Chlorophyll Fluorescence of Crops[J].Remote Sensing of Environment,2016,186:663-677.<br />
[55]Hu J,Liu L,Guo J,et al.Upscaling Solar-induced Chlorophyll Fluorescence from an Instantaneous to Daily Scale Gives an Improved Estimation of the Gross Primary Productivity[J].Remote Sensing,2018,10(10):1663-1682.<br />
[56]Sun Y,Frankenberg C,Wood J D,et al.OCO-2 Advances Photosynthesis Observation from Space Via Solar-induced Chlorophyll Fluorescence[J].Science,2017,358(6360):5747.doi:10.1126/science.aam5747.<br />
[57]Lee J E,Saatchi S.ForestProductivity and Water Stress in Amazonia:Observations from GOSAT Chlorophyll Fluorescence[J].Proceedings of the Royal Society B Biological Sciences,2013,280(1761):176-188.<br />
[58]Wang S,Huang C,Zhang L,et al.Monitoring and Assessing the 2012 Drought in the Great Plains:Analyzing Satellite-retrieved Solar-induced Chlorophyll Fluorescence,Drought Indices,and Gross Primary Production[J].Remote Sensing,2016,8(2):61-77.<br />
[59]Joiner J,Yoshida Y,Vasilkov A P,et al.The Seasonal Cycle of Satellite Chlorophyll Fluorescence Observations and Its Relationship to Vegetation Phenology and Ecosystem Atmosphere Carbon Exchange[J].Remote Sensing of Environment,2014,152:375-391.<br />
[60]Zhao F,Li R,Verhoef W,et al.Reconstruction of the Full Spectrum of Solar-induced Chlorophyll Fluorescence:Intercomparison Study for a Novel Method[J].Remote Sensing of Environment,2018,219:233-246.<br /> |
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