Inversion of chlorophyll contents by use of hyperspectral CHRIS data based on radiative transfer model

IOP Conference Series: Earth and Environmental Science

Volumn 17, Issue 1, 2014, Pages

  Wang, M C ^a   Niu, X F ^a   Chen, S B ^a   Guo, P J ^a   Yang, Q ^a   Wang, Z J ^b  

^a JILIN UNIVERSITY   (China)

^b SHANGHAI INSTITUTE OF SATELLITE ENGINEERING   (China)

Author keywords

Chlorophyll contents; CHRIS; Hyperspectral remote sensing; Inversion; Radiative transfer model

Indexed keywords

CHLOROPHYLL; RADIATIVE TRANSFER; REMOTE SENSING;

CHLOROPHYLL CONTENTS; CHRIS; HYPERSPECTRAL REMOTE SENSING; INVERSION; RADIATIVE TRANSFER MODEL;

FORESTRY;

CHLOROPHYLL; CHRIS; FOREST COVER; LAND COVER; NUMERICAL MODEL; PIGMENT; RADIATIVE TRANSFER; REMOTE SENSING;

CHLOROPHYLLS; FORESTRY; REMOTE SENSING;

CHANGBAI MOUNTAINS;

EID: 84902213019     PISSN: 17551307     EISSN: 17551315     Source Type: Conference Proceeding    
DOI: 10.1088/1755-1315/17/1/012073     Document Type: Conference Paper

References (21)

1. Asner G P, Braswell B H, Schimel D S and Wessman C A 1998 Ecological research needs from multi-angle remote sensing data Remote Sensing Environment 63 155-165
2. Sampson P H, Zarco-Tejada P J, Mohammed G H, Miller J R and Noland T L 2003 Hyperspectral remote sensing of forest condition: Estimating chlorophyll content in tolerant hardwoods Forest Sci. 9 (3) 381-391
3. Zarco-Tejada P J, Miller J R, Morales A, Berjón A and Agüera J 2004 Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops Remote Sensing Environment 90 463-476
4. Gamon J A and Qiu H 1999 Ecological applications of remote sensing at multiple scales Handbook of Functional Plant Ecology ed F Pugnaire and F Valladares (New York: Marcel Dekker) p 805-846
5. Jan U H Eitel, Lee A Vierling and Dan S 2010 Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner Remote Sensing Environment 114 2229-2237
6. Lichtenthaler H K 1987 Chlorophylls and carotenoids: pigments of photosynthetic biomembranes Methods Enzymology 148 350-382
7. Jacquemoud S and Baret F 1990 PROSPECT: a model of leaf optic al properties spectra Remote Sens Environ 34 75-91
8. Rock B N, Hoshizaki T and Miller J R 1988 Comparison of in situ and airborne spectral measurements of the blue shift associated with forest decline Remote Sensing Environment 24 109-127
9. Russell Main, Moses Azong Cho, Renaud Mathieu, Martha M O Kennedy, Abel Ramoelo and Susan Koch 2011 An investigation into robust spectral indices for leaf chlorophyll estimation ISPRS J. Photogrammetry Remote Sensing 66 751-761
10. Wu C Y, Niu Z A and Gao S 2012 The potential of the satellite derived green chlorophyll index for estimating midday light use efficiency in maize, coniferous forest and grassland Ecological Indicators 14 66-73
11. Renzullo L J, Blanchfield A L, Guillermin R, Powell K S and Held A A 2006 Comparison of PROSPECT and HPLC estimates of leaf chlorophyll contents in a grapevine stress study Int. J. Remote Sensing 27 (4) 817-823
12. Verhoef W 1984 Light sc attering by leaf layers with application to canopy reflectance modeling: the SAIL model Remote Sens Environ 16 125-141
13. Demarez V and Gastellu-Etchegorry J P 2000 A modeling approach for studying forest chlorophyll content Remote Sensing Environment 71 226-238
14. Rasmus Houborg, Martha Anderson and Craig Daughtry 2009 Utility of an image-based canopy reflectance modeling tool for remote estimation of LAI and leaf chlorophyll content at the field scale Remote Sensing Environment 113 259-274
15. Dawson T P, Curran P J and Plummer S E 1998 LIBERTY-Modeling the effects of leaf biochemistry on reflectance spectra Remote Sensing Environment 65 50-60
16. XU J P, ZHANG B, SONG K S, WANG Z M, LIU D W and DUAN H T 2008 Estimation of Chlorophyll-a Concentration in Lake Xinmiao Based on a Semi-analytical Model J.Infrared Millim Waves 27 (3) 197-201
17. TANG X G,LIU D W,WANG Z M, JIA M M,DONG Z Y,LIU J Y and XU W M 2012 Estimation of forest aboveground biomass based on remote sensing data Chinese J. Ecology 31 (5) 1311-1318
18. WANG M C, WANG Y N, CHEN S B et al 2010 Atmospheric correction research on vegetation patterns of multi-angle hyperspectral CHRIS/PROBA data J. Jilin University(Earth Sci. edn) 41 (2) 609-614
19. Weiss M and Baret F 1999 Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data Remote Sensing Environment 70 (3) 293-306
20. Tang S, Chen J M, Zhu Q, Li X, Chen M, Sun R, Zhou Y, Deng F and Xie D 2006 LAI inversion algorithm based on directional reflectance kernels J. Environmental Management 85 (3) 638-648
21. Roshanak Darvishzadeh, Clement Atzberger, Andrew Skidmore and Martin Schlerf 2011 Mapping grassland leaf area index with airborne hyperspectral imagery: A comparison study of statistical approaches and inversion of radiative transfer models ISPRS J. Photogrammetry Remote Sensing 66 894-906