Dr. Lin Li
Associate Professor
Planetary and  Environmental Remote Sensing Lab
Contact Information:
Office: SL 126                
Phone: 317-274-0225
Email:
ll3@iupui.edu        
Departmental Mailing address:
723 West Michigan Street, Room SL118  Indianapolis, Indiana 46202
Education:
Ph. D., Planetary Geology, Brown University, 2002.
M. Sc., Electrical and Computer Engineering, Brown University, 2001.
M. Sc., Geoscience Remote Sensing, Institute of Remote Sensing Application, Chinese Academy of Sciences, P. R. China, 1989.
B. Sc., Geological Sciences, College of Geological Sciences, Jilin University, P. R. China,1986.
Research Area

Hyperspectral remote sensing for monitoring  water quality.
Remote sensing of vegetation biochemical and biophysical variables.
Land cover mapping and change monitoring.
Hyperspectral remote sensing of soil properties.
Planetary geology and remote sensing applications.
Remotely sensed image processing and data analysis

Professional Activities

  • Shandong University, China. Title: "Introduction to lunar geology, regolith and space weathering", 2009.

  • Shandong University, China. Title: "Major lunar-rock forming minerals, spectral characteristics of individual minerals and their mixtures as well as optical instruments for current and future lunar missions", 2009.

  • Shandong University, China. Title: "General introduction to data analysis method for lunar compositional mapping", 2009.

  • Shandong University, China. Title: "Hyperspectral data analysis method for lunar compositional mapping: Reduction of data dimension", 2009.

  • Shandong University, China. Title: "Hyperspectral data analysis method for lunar compositional mapping: Spectral Unmixing", 2009.

  • Indiana University- Purdue University, Department of Earth Sciences.  Title: ※Remote sensing: a cutting edge technology for environmental and lunar sciences", 2009.

  • Nanjing Normal University, China. Title: "New views of lunar geology from spacecraft data of past and current lunar exploration missions as well as future lunar explorations ", 2007.

  • Indiana Geographic Information Council. Title: ※Airphoto Interpretation and Applications,§ 2006.

  • Indiana University- Purdue University, Department of Geology. Title: ※Mapping Salt Marsh Vegetation in San Francisco Bay Estuary and Implication to Climate Change§, 2005.

  • Indiana University- Purdue University, Department of Geology. Title: ※Mapping Blue-Green Algae Blooms in Eagle Creek Reservoir with Hyperspectral Remote Sensing Data§, 2004.

  • Indiana University- Purdue University, Department of Geology. Title: ※Detection of oil-spill induced vegetation stress and cover change through spectral mixture analysis of hyperspectral AVIRIS data (invited for campus interview)§, 2004.

  • University of California at Davis, Department of Land, Air and Water Resources. Title: ※Empirical line calibration§, SERDP program workshop for ENVI/IMAGINE professional training, 2003.

  • University of California at Davis, Department of Land, Air and Water Resources. Title:  ※Continuum removal§, SERDP program workshop for ENVI/IMAGINE professional training, 2003.

  • University of California at Davis, Department of Land, Air and Water Resources.  Title: ※Minimum noise transformation§, SERDP program workshop for ENVI/IMAGINE professional training 2003.

  • University of California at Davis, Department of Land, Air and Water Resources.  Title: ※Spectral mixture analysis§, SERDP program workshop for ENVI/IMAGINE professional training, 2003.

  • University of California at Davis, Department of Land, Air and Water Resources.  Title: ※Mixture tuned matched filtering§, SERDP program workshop for ENVI/IMAGINE professional training, 2003.

  • University of California at Davis, Department of Land, Air and Water Resources.  Title: ※Spectral Mixture Analysis of AVIRIS data for the detection of land cover induced by oil spill§, 2003.

  • University of North Dekota, John D. Odegard School of Aerospace Science. Title: Upper Midwest Aerospace Consortium, ※Highland contamination in lunar mare soils: Improved mapping with multiple endmember spectral mixture analysis (MESMA)§, 2001.

  • Brown University, Department of Geological Sciences. Title: ※Lunar crustal mixing and compositional heterogeneity: New perspective from multiple endmember spectral mixture analysis of Clementine UV-VIS data§, 2001.

  • Institute of Remote Sensing Applications, Chinese Academy of Sciences. Title: "Linear and nonlinear spectral mixture analysis of Clementine UVVIS images for mapping lunar soils", 1999.

  • Brown University, Department of Geological Sciences. Title: ※Compositional gradients across mare-highland contacts: The importance and geological implications of lateral mixing on the Moon§, 1996.

Print and Electronic Publications

 

Refereed Journal Articles

Published or In Press

1.      Zhang, T., L. Li and B. Zheng, Estimation of agricultural soil properties with imaging and laboratory spectroscopy, Geoderma, submitted, 2010. 

2.      Zheng, B., L. Li, G. M. Filippelli and P. A. Jacinthe, Using Laboratory, Field, and Satellite Reflectance Data to Estimate Soil Properties, Soil Science Society of America Journal, conditionally accepted, 2010.

3.      Gu, Z. J.,  X. Z. Shi, L. Li, D.S. Yu, Y. M. Liu, L. S. Liu , W. T. Zhang, Using multi-dimensional vegetation index to estimate leaf area index from multiple radiometric correction spot 5 images, International Journal of Remote Sensing, in press, 2010.

4.      Li, L., R. Sengpiel, D. L. Pascual, L. P. Tedesco, J. S. Wilson, and E. Soyeux, Using hyperspectral remote sensing to estimate chlorophyll a and phycocyanin in a mesotrophic reservoir, International Journal of Remote Sensing, in press, 2010.

5.    Pandit, C., G. Filippelli, L. Li, An estimation of heavy metal contamination in soil using reflectance spectroscopy and partial least squares regression, International Journal of Remote Sensing, in press, 2010.

6.      Gu, Z. J., Z. Y. Zeng, X. Z. Shi, L. Li, D. C. Weindorf ,Y. Zha, D.S. Yu, A calculation model for estimating total forest coverage from digital photography measurements, Pedosphere, 20:318-325, 2010.

7.      Gu, Z. J., Z. Y. Zeng, X. Z. Shi, L. Li, D. S. Yu, W. Zheng, Z. L. Zhang, and Z. F. Hu, Assessing factors influencing vegetation coverage calculation with remote sensing imagery, International Journal of Remote Sensing, 30(10), 2479-2489, 2009.

8.      Li, L., Partial least squares methods for spectrally estimating lunar soil FeO abundance: a stratified approach to revealing nonlinear effect and qualitative interpretation, Journal of Geophysical Research-Planets, 113, dio:10.1029/2008JE003213, 2008a.

9.      Randolph, R., J. Wilson, L. Tedesco, L. Li, and E. Soyeux, Hyperspectral remote sensing of cyanobacteria in turbid inland water using optically active pigments, chlorophyll a and phycocyanin, Remote Sensing of Environment, 12(11):4009-4019, 2008.

10.  Li, L., S. L. Ustin, X. T. Hu and D. Riaño Retrieval of vegetation equivalent water thickness from reflectance using genetic algorithm (GA)-partial least squares (PLS) regression, Advances in Space Research, 41:1755-1763, 2008.

11.  Li, L., Quantifying lunar soil composition with partial least squares modeling of reflectance, Advances in Space Research, 42(2):267-274, cleardoi:10.1016/j.asr.2007.06.018, 2008b.

12.  Zha, Y., and L. Li, Influence of dust storms on MODIS data for land cover identification, Journal of Geophysical Research-Planets, vol. 112, D14205, doi:10.1029/2006JD007869, 2007.  

13.  Li, L., S. L. Ustin and D. Riaño, Retrieval of fresh leaf fuel moisture content using genetic algorithm 每 partial least squares modeling (GA-PLS), IEEE Transaction on Geoscience and Remote Sensing Letters, 4(2):216-220, 2007.

14.  Li, L., Partial least squares modeling to quantify lunar soil composition with hyperspectral reflectance measurements, Journal of Geophysical Research-Planets, 111, E04002, doi:10.1029/2005JE002598, 2006

15.  Li, L., S. L. Ustin and M. Lay, Mapping vegetation of costal salt marsh with multiple endmember spectral mixture analysis (MESMA) of hyperspectral AVIRIS imagery (Invited), International Journal of Remote Sensing, 26:5193-5207, 2005a.

16.  Li, L., and J. F. Mustard, On lateral mixing efficiency of lunar regolith, Journal of Geophysical Research-Planets, 110, E11002, doi:10.1029/2004JE002295, 2005b.

17.  Li, L., S. L. Ustin and M. Lay, Application of AVIRIS data in detection oil-induced vegetation stress and land cover change at Jornada, New Mexico, Remote Sensing of Environment , 94,1-16, 2005c.

18.  Whiting, M. L., L. Li and S. L. Ustin, Predicting water content using Gaussian model on soil spectra, Remote Sensing of Environment, 89: 535-552, 2004.

19.  Li, L., and J. F. Mustard, Highland contamination in lunar mare soils: Improved mapping with multiple endmember spectral mixture analysis (MESMA), J. Geophys. Res., 108:7-1 to 7-14, 2003.

20.  Li, L. and J. F. Mustard, Compositional gradients across mare-highland contact: The importance and geological implication of lateral transport, J. Geophys. Res., 105:20,431-20,450, 2000.

21.  Mustard, J. F., L. Li, and G. He, Nonlinear spectral mixture modeling of lunar multispectral data: Implications for lateral transport, J. Geophys. Res., 103:19,519-19,425, 1998.

 

Refereed Full Papers in Conference Proceedings

22.  Song, K., D. Liu, L. Li, Z. Wang, Y. Wang, G.Jiang, Spectral Absorption Properties of Colored Dissolved Organic Matter (CDOM) and Total Suspended Matter (TSM) of Inland Waters, Proc. of SPIE, San Diego, Aug. 1-5, 2010.

23.  Song ,K..,  J. Wu, L. Li, Z. Wang, D. Lu, J. Du , B. Zhang, MODIS-Derived Atmospheric Water Vapor Content and Its Correlation to Land Use and Land Cover in Northeast China, Proc. of SPIE, San Diego, Aug. 1-5, 2010.

24.  L. Li, L. Li, and K. Song, A Bio-optical Approach to Estimating Chlorophyll-a Concentration from Hyperspectral Remote Sensing, Proc. of SPIE, San Diego, Aug. 1-5 2010.

25.  Robertson, A. L., L. Li, L. Tedesco, J. Wilson and E. Soyeux, Using a partial least squares (PLS) method for estimating cyanobacterial pigments in eutrophic inland waters, Proc. of SPIE, vol. 7454,745408, 2009.

26.  Zhang, T., L. Li and B. Zheng, Partial least squares modeling of Hyperion image spectra for mapping agricultural soil properties, Proc. of SPIE, vol. 7454,74540P, 2009.

27.  Jiang, Z., L. Li and S. L. Ustin, Estimation of canopy water content with MODIS spectral index, Proc. of SPIE, vol. 7454,74540V, 2009.

28.  Zhan, J., Y. Zha and L. Li, Impact of Normalization Intervals for Hyperspectral Reflectance on Estimation of Chlorophyll-a in Lake Tai, China, Proceedings of ICBBE: Environmental Pollution and Public Health Track (EPPH2008), May 16-18, 2008 Shanghai, China.

29.  Liu, S., L. Li and W. Wang, Hardware-software co-design for geological image processing, Proceedings of International Conference on Communications, Circuits and Systems, Gulin, China, June 2006.

30.  Liu, S., L. Li. and W. Wang, Efficient platform for geological image processing,§ Proceedings of IEEE Midwest Circuit and System Symposium, August 2006.

 

Non-Referred Full Papers in Conference Proceedings

31.  Ustin, S. L., S. Jacquemoud, A. Palacios-Orueta L. Li, and M. L. Whiting, Remote sensing based assessment of biophysical indicators for land degradation and desertification, in Proceedings of Remote Sensing and Geoinformation Processing in the Assessment and Monitoring of Land Degradation and Desertification (edited by J. Hill and A. Roeder, Taylor & Francis), 7-9. Sept., 2005, Trier, Germany.

32.  Whiting, M. L, A. Palacios-Orueta, L. Li, and S. L. Ustin, Light absorption model for water content to improve soil mineral estimates in hyperspectral imagery, In Proceedings of Pecora 16-Global Priorities in Land Remote Sensing (edited by J. W. Merchant, American Society of Photogrammetry & Remote Sensing), 23-27, Oct., 2005, Sioux Falls, South Dakota, USA.    

33.  Ustin, S. L., M. C. Lay, and L. Li, Remote sensing of wetland conditions in West Cost salt marsh, In Proceedings of SPIE 49th Annual Meeting, 2-6, August, 2004, Denver, Colorado, USA.

34.  Whiting, M. L., L. Li and S. L. Ustin, Estimating surface soil moisture in simulated AVIRIS spectra, in Proceedings of 2002 AVIRIS Workshop, JPL, Pasadena, CA, 25 每 28, Feb., 2002.

35.  Li, L. and J. F. Mustard, Non-diffusive lateral transport on the Moon: The importance of high velocity ejecta, in Proceedings of the 1st International Symposium of Digital Earth, Beijing, China, Nov.29-Dec.2, pp. 504-509, 1999a.

36.  Li, L., S. D. Lin, H. D. Guo, and Q. Z. Lin, Applying radar imagery to gold exploration in Altai area, Northwestern China, Proceedings of the 13th Asian conference on Remote Sensing, Ulaanbaatar, Mongolia, Oct. 7-11, pp. I 2.1-I 2.6, 1992.

37.  Dong, P. L., L. Li and H. D. Guo, An approach of geographic information system toolkit for gold exploration in Haqia area China, in Proceedings of the Eighth Thematic Conference on Geological Remote Sensing, Denver, Colorado, USA, Apr. 29-May 2, pp. 863-871, 1991.

38.  Guo H. D., S. D. Lin, L. Li, Y. Shao and N. H. Li, Using SPOT and airborne radar imagery for gold exploration in Qiaben, Northern Xinjiang, China, in Proceedings of  "Remote Sensing: An Operational Technology for the Mining and Petroleum Industries", London, UK, Oct. 29-31, pp. 205-212, 1990.

 

Refereed Book Chapters

39.  Li, L., Applied IHS transformation to SPOT imagery for extracting gold-bearing geological alteration (Chinese), in Proceedings of Methodologies and Operations of Geological Remote Sensing in Mineral Exploration, edited by Guo et al., Science Press, Beijing, pp. 29-36, 1995.

40.  Li, L., C. G. Zhu, and S. K. Zhang, Remote sensing image processing for mineral exploration, in Geological Remote Sensing for Mineral Exploration in Northern Xinjiang, edited by H. D. Guo et al., Science Press, Beijing, Chapter 3, pp. 26-45, 1995.

41.  Lin, S. D., H. D. Guo and L. Li, Remote sensing studies on geological characteristics of gold deposits in Qiaben area, Northern Xinjiang, China, in Proceedings of Methodologies and Operations of Geological Remote Sensing in Mineral Exploration, edited by H. D. Guo, Science Press, Beijing, pp. 165-172, 1995.

42.  Li, L., Applying radar imagery to geological interpretation of Qiaben gold mine district, Northwestern China, in Proceedings of Radar Analysis and Geological Application, edited by H. D. Guo et al., Science Press, Beijing, pp. 108-115, 1992.

 

Technical Report

1.      Li, L., D. L. Pascual, L. P. Tedesco, K. L. Randolph, R. E. Sengpiel, B. E. Hall, J. S. Wilson, Developing a survey tool for the rapid assessment of blue-green algae in central Indiana*s reservoirs, CEES Publication, 2006-01, Indianapolis, IN, 55 p.

 

Abstracts Presented at Professional Meetings

1.      Song, K., D. Liu, L. Li, Z. Wang, Y. Wang, G.Jiang, Spectral Absorption Properties of Colored Dissolved Organic Matter (CDOM) and Total Suspended Matter (TSM) of Inland Waters, Proc. of SPIE, San Diego, Aug. 1-5, 2010.

2.      Song ,K..,  J. Wu, L. Li, Z. Wang, D. Lu, J. Du , B. Zhang, MODIS-Derived Atmospheric Water Vapor Content and Its Correlation to Land Use and Land Cover in Northeast China, Proc. of SPIE, San Diego, Aug. 1-5, 2010.

3.      L. Li, L. Li, and K. Song, A Bio-optical Approach to Estimating Chlorophyll-a Concentration from Hyperspectral Remote Sensing, Proc. of SPIE, San Diego, Aug. 1-5 2010.

4.      Li L. (PI), M. Babbar-Sebens (Co-I), Ks Song (Postdoc), L. Tedesco (Collaborator), S. Bruder, S. Li, S. Xie and T. Zhang, Remote sensing of global warming-affected inland water quality (Invited), NASA Biodiversity and Ecological Forecasting Team Meeting, May 17-19, 2010, Washington DC.

5.      Hall, B., K. Song, L. Li, and L. Tedesco, The development of hypsespectral remote sensing tools for prediction of cyanobacteria in oublic drinking water supply reservoirs in South Australia, CIWRP Science Meeting, May, 10, Indianapolis, Indiana, 2010.

6.      Zhang, T., L. Li and M. Whiting, Hyperspectral Remote Sensing of Agricultural Soil Properties, Association of American Geographers. 2010 Annual Meeting Annual Meeting, Apr., 14-17, Washington DC.

7.      Li L., L. Li, L. Tedesco and B. Hall,  T. Zhang, L. Li and M. Whiting, Variations in the specific absorption coefficients for chlorophyll and phycocyanin of central Indiana drinking water reservoirs, 2010 Annual Meeting Annual Meeting, Apr., 14-17, Washington DC.

8.      Li, L. and S. Li, Deriving lunar mineral abundance maps from clementine multispectral imagery, Presented at 41st Lunar and Planetary Science Conference, [CD_ROM], #2189, March 1-5, 2010, the Woodlands, TX.  

9.      S. Li and L. Li, Radiative transfer modeling of lunar soil reflectance for accommodating the effects of roughness and temperature, Presented at 41st Lunar and Planetary Science Conference, [CD_ROM], #2168 , March 1-5, 2010, the Woodlands, TX.  

10.  Robertson,T.,  L. Li,  J. Wilson, L. P. Tedesco and E. Soyeux, Using a partial least squares (PLS) method in predicting cyanobacterial pigments in eutrophic inland waters, SPIE Optics + Photonics, 2 - 6 August 2009. San Diego, CA.

11.  Zhang, T., B. Zheng and L. Li, Partial Least Squares Modeling of Hyperion Image Spectra for Mapping Agricultural Soil Properties, SPIE Optics + Photonics, 2 - 6 August 2009. San Diego, CA.

12.  Jiang, Z., L. Li, M. Trombetti and S. L. Ustin, Estimation of canopy water content with MODIS spectral index, SPIE Optics + Photonics, 2 - 6 August 2009. San Diego, CA.

13.  Robertson, A.,  L. Li, L. Tedesco, J. Wilson and E. Soyeux, E., Comparing band ratio, semi-empirical, modified Gaussian models in predicting cyanobacterial pigments in eutrophic inland waters, UCOWR/NIWR Conference on Urban Water Management:  Issues and Opportunities. Jul.7-9, 2009, Chicago, IL.  Abstract 15-3.

14.  Robertson, A.,  L. Li, L. Tedesco, J. Wilson and E. Soyeux, E., Using band ratio, curve fitting and partial least squares (PLS) model to estimate cyanobacterial pigment concentration from hyperspectral reflectance, CIWRP Science Meeting, Mar.31, Indianapolis, Indiana, 2009.

15.  L. Li, L. Tedesco and Bob Hall, The development of hypsespectral remote sensing tools for prediction of cyanobacteria in oublic drinking water supply reservoirs, central Indiana USA and South Australia, CIWRP Science Meeting, Mar.31, Indianapolis, Indiana, 2009. .

16.  Jiang, Z.,  L. Li, M. Trombetti and S. L. Ustin, Retrieval of multi-temporal vegetation water content from MODIS reflectance, 2009 Association of American Geographers (AAG) Annual Meeting, Mar. 22-27, 2009, Las Vegas, NV.

17.  Zheng, B. and L. Li, Estimation of Soil Organic Matter, Total Nitrogen and Total Phosphorus from Hyperion Reflectance Data,  ASPRS 2009 Annual Conference, Mar.9-13, Baltimore, Maryland.

18.  Li, L. and P. G. Lucey, Use of multiple endmember spectral mixture analysis and radiative transfer model to derive lunar mineral abundance maps, Presented at 40th Lunar and Planetary Science Conference, [CD_ROM], #1934 , March 22-27, 2009, the Woodlands, TX.

19.  Li, L. and P. G. Lucey, Quantifying tio2 abundance of mare soils: a stratified partial least squares approach to determining causal effect, Presented at 40th Lunar and Planetary Science Conference, [CD_ROM], #2226, March 22-27, 2009, the Woodlands, TX.

20.  Robertson ,T., L. Li,  J. Wilson, L. P. Tedesco and E. Soyeux, Comparing band ratio, semi-empirical, and modified Gaussian models in predicting cyanobacterial pigments in eutrophic inland waters, 2008 Fall American Geophysical Union Annual Conference, Dec.. 2008, San Francisco, CA.

21.  Robertson, T., L. Li, J. Wilson, L. P. Tedesco and E. Soyeux, Using a modified Gaussian model to predict concentrations of blue-green algal pigments in eutrophic Indiana reservoirs, American Society for Photogrammetry and Remote Sensing (ASPRS) 2008 Annual Conference, Mar. 2008,  Portland ,Oregon.

22.  Li, L., J. Wilson, L. P. Tedesco, A. Robertson, L. Vallely, D. L. Pascual, R. Sengpiel, K. Randolph, CIWRP remote sensing research 每 an overview of program applications, CIWRP Science Meeting April 9-11, Indianapolis, Indiana, 2008.

23.  Vallely, L., J. Wilson, L. Li and L. P. Tedesco , Assessing empirical and semi-empirical algorithms to estimate phycocyanin in three central Indiana reservoirs, CIWRP Science Meeting April 9-11, Indianapolis, Indiana, 2008.

24.  Zheng, B.,  L. Li, G. Filippelli and P. A. Jacinthe , Estimating organic matter, total nitrogen and total phosphorus of agricultural soils using hyperspectral reflectance, 2008 Association of American Geographers (AAG) Annual Meeting, April. 15-19, Boston, Massachusetts.

25.  Zheng, B.,  L. Li, G. Filippelli and  P. A. Jacinthe, Mapping soil organic matter, total nitrogen and total phosphorus with satellite hyperspectral imagery, CIWRP Science Meeting April 9-11, Indianapolis, Indiana, 2008.

26.  Zheng, B., L. Li, G. Filippelli, P. A. Jacinthe, Using hyperspectral remote sensing to estimate soil organic matter in agricultural fields, 2007 Geological Symposium of America, Oct. 28-31, Denver, Colorado.

27.  Li, L., S. L. Ustin and Y. Cheng, Retrieval of vegetation canopy fuel moisture content from hyperspectral reflectance, 2007 EastFIRE conference, June 5-8, 2007, Fairfax, Georgia.

28.  Tedesco, L.P., K. L. Randolph,  D. L. Pascual, L. Li, J. Wilson and A. Willans, Hyperspectral remote sensing of water quality: a rapid assessment tool for mapping blue-green algae in inland water:  Indiana Geographic Information Council Annual GIS Conference, 2007 Mar.

29.  Tedesco, L.P., K. L. Randolph, D. L. Pascual, L. Li, J. Wilson and A. Willans, Blue-green algae in Midwestern reservoirs: tools for management and understanding:  Indiana Lakes Management Society Annual Meeting, 2007.

30.  Li, L., S. L. Ustin and Y. Cheng, Retrieval of vegetation canopy fuel moisture content from hyperspectral reflectance, 2007 EastFIRE conference, June 5-8, 2007, Fairfax, Georgia.

31.  Chen, X.-F., Y. Deng, S. Ustin and L. Li, Topographic analysis of temporal and spatial pattern of vegetation indices derived from AVIRIS data in Santa Monica Mountain, CA, The 2007 Meeting of The AAG, April 17-21 2007, San Francisco, CA.

32.  Li,  L., D. L. Pascual,  R. Sengpiel, K. Randolph, L. Tedesco, B. E. Hall, J. Wilson, D. Moran, and Chandra Mysore, Quantifying chlorophyll and phycocyanin of drinking water reservoir using genetic algorithms (GA)-partial least square modeling and neural networks, CIWRP 2006 Fall Meeting, Dec. 5-6, 2006, Indianapolis, Indiana.

33.  Sengpiel, R., L. Li, L. Tedesco, J. Wilson, L. Pascual and D. Moran, Mapping the concentration and spatial distribution of cyanobacteria using airborne hyperspectral remote sensing, CIWRP 2006 fall meeting, Dec. 5-6, 2006, Indianapolis, Indiana.

34.  Hu, X.-T., L. Li, B. Zhang, and Q.-X. TONG, An image analysis system for estimating water constituents with empirical and bio-optical models, CIWRP 2006 Fall Meeting, Dec. 5-6, 2006, Indianapolis, Indiana.

35.  Randolph, K., L. Li, L. Tedesco, J. Wilson, L. Pascual and others, Overview of CIWRP remote sensing of phytoplankton using optically active pigments: field -based approaches, CIWRP 2006 Fall Meeting, Dec. 5-6, 2006, Indianapolis, Indiana.

36.  Randolph, K., L. Li, L. Tedesco, J. Wilson, L. Pascual and D. Moran, Remote sensing of phytoplankton using optically active pigments (chlorophyll a and phycocyanin) in small, turbid reservoirs, North American Lake Management Society (NALMS) 2006 International Symposium, Indianapolis, Indiana, Nov. 8-10, 2006.

37.  Sengpiel, R., L. Li, L. Tedesco, J. Wilson, L. Pascual and D. Moran, Mapping the concentration and spatial distribution of cyanobacteria in Indianapolis reservoirs using airborne hyperspectral remote sensing, North American Lake Management Society (NALMS) 2006 International Symposium, Indianapolis, Indiana, Nov. 8-10, 2006.

38.  Hu, X. T., L. Li, B. Zhang, and Q. X. Tong, An image analysis system for estimating water constituents from remotely sensed data, North American Lake Management Society (NALMS) 2006 International Symposium, Indianapolis, Indiana, Nov. 8-10, 2006.

39.  Li, L., D. L. Pascual,  R. Sengpiel, K. Randolph, L. Tedesco, B. E. Hall, J. Wilson, D. Moran, and C. Mysore, Quantifying chlorophyll and phycocyanin of drinking water reservoirs through GA-PLS modeling of hyperspectral reflectance, North American Lake Management Society (NALMS) 2006 International Symposium, Indianapolis, Indiana, Nov. 8-10, 2006.

40.  Li, L., D. Riaño, M. Patricio, Y. Cheng, and S. Ustin, Retrieval of vegetation water content from reflectance using genetic algorithm-partial least squares regression and neural networks, 36th COSPAR Scientific Assembly, July 16-23, 2006, Beijing, China.

41.  Li, L., Quantifying lunar soil composition with partial least squares modeling of reflectance, 36th COSPAR Scientific Assembly, July 16-23, 2006, Beijing, China.

42.  Sengpiel, R., L. Li, L. Tedesco, J. Wilson and D. L. Pascual, Mapping concentration and spatial distribution of cyanobacteria in mesotrophic to eutrophic reservoirs using airborne hyperspectral remote sensing imagery, 27th Annual Indiana Water Resources Association Spring Meeting ※Energizing Indiana*s Water Community§, June 21-23, 2006, Purdue University, West Lafayette, Indiana.

43.  Randolph, K., L. Li, L. Tedesco, J. Wilson, and D. L. Pascual, Remote sensing of phytoplankton using optically active pigments, chlorophyll a and phycocyanin, 27th Annual Indiana Water Resources Association Spring Meeting ※Energizing Indiana*s Water Community§, June 21-23, 2006, Purdue University, West Lafayette, Indiana.

44.  Li, L., D. L. Pascual, K. L. Randolph, L. Tedesco, B. E. Hall and J. Wilson,  Retrieval of chlorophyll concentration using hyperspectral remote sensing of drinking water reservoirs, Annual Indiana Water Resources Association,  Jan. 21, 2005, IUPUI.

45.  Li, L., Partial least square modeling to quantify lunar soil compositions with hyperspectral reflectance spectra, Presented at 2005 AVIRIS Workshop, Pasadena, California, May 24 每 May 27, 2005.

46.  Li, L. and S. L. Ustin, Retrieval of leaf biochemical concentrations from leaf reflectance data by genetic algorithm-partial least square regression, Presented in Pecora 16-Global Priorities in Land Remote Sensing, 23-27, Oct., 2005, Sioux Falls, South Dakota, USA.

47.  Li, L., S. L. Ustin and M. Lay, Detection of oil-spill induced vegetation stress and cover change through spectral mixture analysis of hyperspectral AVIRIS data, Presented at 2004 AVIRIS Workshop, Pasadena, California, March 31 每 April 2, 2004.

48.  Ramirez, G., L. Li and S. L. Ustin, Detecting fennel (foeniculum vulgare) with AVIRIS imagery: a case study at Camp Pendleton, CA, Presented at 2004 AVIRIS Workshop, Pasadena, California, March 31 每 April 2, 2004.

49.  Whiting, M., L. Li and S. L. Ustin, Correcting mineral abundance estimates for soil moisture, Presented at 2004 AVIRIS Workshop, Pasadena, California, March 31 每 April 2, 2004.

50.  Mulistch, M, S. L. Ustin and L. Li., Effects of global climate change on San Francisco Bay estuary communities, Presented at 2004 AVIRIS Workshop, Pasadena, California, March 31 每 April 2, 2004.

51.   Whiting, M., L. Li, S. L. Ustin, M. Lay and S. Kefauver, Mapping clay mineral content with hyperspectral images, Presented Soil and Water Conservation Society Annual Conference, Spokane, WA, July 26-30, 2003.

52.  Whiting, M., L. Li and S. L. Ustin, Modeling soil moisture content in AVIRIS-simulated spectra, Presented at 2003 AVIRIS Workshop, Pasadena, California, Feb. 25-28, 2003.

53.  Ustin, S. L., M. Lay, L. Li, J. C. Pushnik, and J. M., Melack, Remote sensing of wetland conditions in west coastal salt marshes, 2003, All-EaGLes Meeting, Bodega Bay, California, Dec. 3-6, 2003.    

54.  Li, L. and J. F. Mustard, Improved mapping of the lunar surfaces using a multiple endmember mixture model, Presented at 32nd Lunar and Planetary Science Conference, March 12-16, [CD_ROM], #2052, 2001, Houston, TX.

55.  Li, L. and J. F. Mustard, The compositional gradients and lateral transport by dark-halo and dark-ray craters, Presented at 31st Lunar and Planetary Science Conference, March 13-17, [CD_ROM], #2007, 2000, Houston, TX.

56.  Li, L., J. F. Mustard and C. M. Pieters, The effects of scattered light in the Clementine UV-VIS camera on mixture analysis, Presented at 30th Lunar and Planetary Science Conference, March 15-19, [CD_ROM], #1866, 1999a, Houston, TX.

57.  Li, L. and J. F. Mustard, Lateral transport of materials across the lunar surface: An anomalous diffusion model, Presented at 30th Lunar and Planetary Science Conference, March 15-19, [CD_ROM], #2012, 1999b, Houston, TX.

58.  Li, L. and J. F. Mustard, Modeling of lateral transport on the Moon: Implications for impact cratering, Presented at 29th Lunar and Planetary Science Conference, March 16-20, [CD_ROM], #1926, 1998, Houston, TX.

59.  Li, L., J. F. Mustard and G. He, Compositional gradients across mare-highland contact: The importance of lateral mixing, Presented at 28th Lunar and Planetary Science Conference, March 18-21, pp. 811-812, 1997, Houston, TX.

60.  Li, L. and J. F. Mustard, Compositional gradients across mare and highland contacts: The importance and geological implication of lateral mixing, Presented at 29th Annual Meeting of the Division for Planetary Sciences of the American Astronomical Society, July 18-Aug.1, pp. 986, 1997, Cambridge, Massachusetts.

61.  Li, L., J. F. Mustard and G. He, Mixing across a simple mare-highland contact in the Grimaldi basin: New insights from Clementine UV-VIS data, Presented at 27th Lunar and Planetary Science Conference, March 18-22, pp. 751-752, 1996, Houston, TX.