I am an ecologist who combines field and geospatial data and methods to study the pattern and process of ecological systems and biodiversity. I also strive to build bridges between science and social science. What motivates my work is recognition of the complexity of the relationship of humans and ecological systems. These relationships and their emergent properties can be studied at different spatial scales and levels of biological organization. Knowledge gained from field studies, geospatial data, and analysis can be used to build models that help scientists and to understand the implications of human actions on the social and natural systems of which they are a part.

Awards and Research Grants

NASA:  LCLUC SYNTHESIS: Forested Land Cover and Land Use Change in the Far East of the Northern Eurasia Under the Combined Drivers of Climate and Socio-Economic Transformation.  PI Kathleen Bergen with Co-I Josh Newell and Dan Brown (SNRE); Tatiana Loboda (University of Maryland); Co-I Hank Shugart, (University of Virginia) (NASA Land-Cover/Land-Use Change Program) ($999,144 total; $476,788 Michigan/SNRE) 20012-2015.

USDA Forest Service: Broadening Research Contexts for the SNRE Forest Properties Through Collaboration with the IFRI Program. PI Kathleen Bergen (UM SNRE), (USDA Forest Service) ($60,001) 2010-2012.

NASA:  Grassland Ecosystems and Societal Adaptations under Changing Grazing Intensity and Climate on the Mongolian Plateau. Co-I Kathleen Bergen with PI Dan Brown and Co-I Arun Agrawal (University of Michigan SNRE); and Co-Is Yichun Xie and William Welsh (Eastern Michigan University). (NASA Land-Cover/Land-Use Change Program) 2009-2012.

NASA: A Segmentation Approach for Combining RaDAR Backscatter, InSAR and LiDAR Measurements to Determine Vegetation 3d Structure and Biomass from Space.  Co-I Kathleen Bergen with PI Paul Siqueira (University of Massachusetts), Co-I Bruce Chapman, (NASA Jet Propulsion Laboratory), Co-I Richard Lucas, University of Wales, AU), (NASA Terrestrial Ecology Program) (2009-2012.

NASA: VEGEX3D: LIDAR-SAR/INSAR Fusion-Extrapolation and Simulation Models for Retrieving Vegetation 3D Structure and Biomass. Co-I Kathleen Bergen with PI Kamal Sarabandi and Co-I Leland Pierce (University of Michigan Engineering), (NASA Terrestrial Ecology Program) 2009-2012.

USDA: SNRE-Affiliated Forest Properties: Developing a Long-Term GIS and Scenarios for Ecosystem Management. PI Kathleen Bergen with Co-I J. David Allan (UM SNRE), (USDA Forest Service) 2008-2010.

NASA: Remotely Sensed LCLUC over Changing Socio-Economic Eras in the Former Soviet Union and Eastern Bloc: A Proposal toward Regional Synthesis.  PI Kathleen Bergen, (NASA Land-Cover/Land-Use Change Program) (2008-2010.

University of Michigan School of Natural Resources and Environment: Collaborative Seed Project to Enhance Forest Structure Research at UMBS. PI Kathleen Bergen with Collaborator Leland Pierce, (UM SNRE) 2008-2009.

NSF: Planning Visit for U.S.-China-EU Research on Coupled Ecological and Human Dynamics at Poyang Lake Basin, China. PI Kathleen Bergen with Co-Is Dan Brown, Shuming Bao, (NSF OISE)  2007-2008.NASA: The Impact of Temporal Decorrelation on InSAR Vegetation 3-D Structure Algorithms. NASA Carbon Science. Co-I Kathleen Bergen with PI Paul Siqueira (University of Massachusetts) and Co-I Bruce Chapman, (NASA Jet Propulsion Laboratory), (NASA Terrestrial Ecology Program). 2006-2009.  

NASA: Land Dynamics, Social Vulnerability, and Ecological Effects of Flooding Under Policy and Environmental Change around Poyang Lake, China. Co-I Kathleen Bergen with PI Dan Brown (UM SNRE) and Shuming Bao (UM International Center), (NASA Land-Cover/Land-Use Change Program). 2005-2009.

NASA: Supplement to NASA Grant Modeling Boreal Forests Land-Cover Land-Use Change under Changing Economic Paradigms. PI Kathleen Bergen, (NASA LCLUC). 2004-2006.

USDA: Northern Michigan Forest Productivity across a Complex Landscape. Co-PI Kathleen Bergen with Co-PI David Ellsworth (UM SNRE), (USDA Forest Service). 2003-2005.

NASA: A Workshop Planning Proposal for a Regional GOFC Workshop: GOFC Satellite Information Products for Forest and Land Management in Siberia/Far East. PI Kathleen Bergen, (NASA LCLUC). 2002-2003.

START/NASA: NASA GOFC Workshop: Support for Scientists from Developing Countries. PI Kathleen Bergen (NASA LCLUC and START). 2002-2003.

USDA: Hotspots of Land-Cover Change in the North Central Region. USDA Forest Service. Co-PI Kathleen Bergen with Co-PI Dan Brown (UM SNRE) (USDA Forest Service. 2001-2003.

NSF: BDEI: Radar Remote Sensing of Multi-Dimensional Habitat Structure. NSF Biodiversity and Ecosystem Informatics. PI Kathleen Bergen with Co-I Dan Brown (UM SNRE) and Collaborators Craig Dobson (NASA) and Eric Gustafson (USFS), (NSF Biodiversity and Ecosystem Informatics). 2001-2004.

NASA: Modeling Land-Cover Land-Use Change and Carbon in Siberian Boreal Forests under Changing Economic Paradigms. PI Kathleen Bergen with Co-PIs Dan Brown (UM SNRE), Herman Shugart (Virginia), Eric Kasischke (Maryland), (NASA LCLUC/Carbon Cycle Science Program). 2001-2005.

NASA: Developing Land-Cover Scenarios in Metropolitan and Non-Metropolitan Michigan, USA: A Stochastic Simulation Approach. Co-I Kathleen Bergen with PI Dan Brown and Co-I Pierre Goovaerts (UM Engineering), (NASA LCLUC/Carbon Cycle Science Programs) 2001-2005.NASA: Influence of Humans, Climate, and Fire on Forest Ecosystems and Carbon Dynamics in Indonesian Borneo. Co-I Kathleen Bergen with PI Lisa Curran (Yale) and Eric Kasischke (Maryland), (NASA LCLUC/Carbon Cycle Science Program) 2001-2004.

NSF: Project SLUCE: Spatial Land-Use Change and Ecological Effects at the Urban-Rural Interface: Agent-Based Modeling and Evaluation of Alternative Policies and Interventions. Co-I Kathleen Bergen with PI Dan Brown and Co-Is Steve Yaffee, Bobbi Low, Rick Riolo, Joan Nassauer (NSF Biocomplexity and the Environment) 2001-2005.

USDA: An Integrated Geoecosystem-Remote Sensing Approach to Ecosystem Management of Aspen-Dominated Forests in Northern Lower Michigan. Co-PI with Co-PIs Burt Barnes (UM SNRE) and Tom Crow (USFS), (USDA Forest Service) 2000-2002.

NSF:  Environmental Governance, Forests, and Logging Concessions: The Effects of Institutional Complexity on Forest Systems, Cover and Change in Central Africa. Research Senior Personnel K. Bergen, with PI Arun Agrawal, Co-I Daniel Brown, Co-I Tom Lyon, Co-I Rebecca Hardin, Co-I Rick Riolo, (NSF Dynamics of Coupled Human-Natural Systems) 2007-2011.

 

Teaching Interests

My teaching interests parallel my research interests (Biodiversity, Informatics, Remote Sensng), focusing on integrating ecological questions with tools for investigation at different scales.

Current/Recent Teaching

NRE 501.034: Biodiversity and Ecosystem Informatics
NRE 541 Remote Sensing of Environment

 

Publications

Articles

Ahmed, R., Siqueira, P., Hensley, S. Bergen, K. Uncertainty of Forest Biomass Estimates in North Temperate Forests Due to Allometry: Implications for Remote Sensing. (Accepted for Remote Sensing May 2013)

Siqueira, P., C. Dickinson, R. Ahmed, B. Chapman, S. Hensley, K. Bergen, R. Lucas, D. Clewley, and IEEE. 2012. Analysis and Error Assessment on the use of Segmentation for Estimating Forest Structural Characteristics from Lidar and RADAR, in 2012 IEEE International Geoscience and Remote Sensing Symposium, edited, pp. 5337-5339.

Benson, M., Pierce, L., Bergen, K. and Sarabandi, K.  Classifying the Canadian Boreal Forest's Structure using Multi-Modal Remote Sensing. 2012.  Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Munich (July 2012), pp. 5329-5332.

Ahmed, R., P. Siqueira, S. Hensley, B. Chapman, and K. Bergen. 2011. A survey of temporal decorrelation from spaceborne L-band repeat-pass InSAR. Remote Sensing of Environment. 11:2887-2896.

Hall, F. G., K. Bergen, J. B. Blair, R. Dubayah, R. Houghton, G. Hurtt, J. Kellndorfer, M. Lefsky, J. Ranson, S. Saatchi, H. H. Shugart, and D. Wickland. 2011. Characterizing 3D vegetation structure from space: Mission requirements. Remote Sensing of Environment 115:2753-2775.

Hall, F., Bergen, K., Blair, B., Dubayah, R., Emanuel, W., Houghton, R., Hurtt, G., Kellndorfer, J., Ranson, J., Saatchi, S. and Wickland, D.  2011 In Press. Characterizing 3-D Vegetation Structure from Space: Mission Capabilities Requirements. Special Issue on Vegetation 3D Structure and Biomass from Space I. Remote Sensing of Environment.

Ahmed, R. Siqueira, P. Chapman, B.  Hensley, S., and K. Bergen.  2011 In Press. A Survey of Temporal Decorrelation from Spaceborne L-band Repeat-pass InSAR. Remote Sensing of Environment.

Benson, M., Pierce, L., Bergen, K. and Sarabandi, K.  Forest structure estimation using SAR, lidar, and optical data in the Canadian boreal forest. 2011 In Press. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Vancouver (July 2011).

Dronova, I, Bergen, K., Ellsworth, D. 2011. Forest Canopy Properties and Variation in Aboveground Net Primary Production over Upper Great Lakes Landscapes. Ecosystems DOI: 10.1007/s10021-011-9451-9.

Pierce, L. Benson, M. Sarabandi, K., Bergen, K., Zhang K., Ryan, C. 2010. Extrapolation of Lidar for Forest Structure Estimation using SAR, IFSR, and Optical Data. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Hawaii, July.

Ahmed, R., Siqueira, P., Bergen, K., Chapman, B., Hensley, S. 2010. Biomass Estimate Over the Harvard Forest using Field Measurements with Radar and Lidar Data. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Hawaii, July.

Bergen, K. M., S. J. Goetz, R. O. Dubayah, G. M. Henebry, C. T. Hunsaker, M. L. Imhoff, R. F. Nelson, G. G. Parker, and V. C. Radeloff. 2010. Remote Sensing of Vegetation 3-D Structure for Biodiversity and Habitat: Review and Implications for Lidar and Radar Spaceborne Missions. Journal of Geophysical Research-Biospheres. G00E06, doi:10.1029/2008JG000883.

Zhao, T., Bergen, K.M., Brown, D.G., and H. Shugart. 2009. Scale-Dependence in Quantification of Land-Cover Change and Biomass in Siberian Boreal Forests. Landscape Ecology, 24: 1299-1313.

Qi S., Brown, D.G., Jiang, L., Tian, Q., Zhao, T., and K. Bergen.  2009. Inundation Extent and Flood Frequency Mapping for Poyang Lake Floodplain Using LANDSAT TM and DEM. GIScience and Remote Sensing, 46: 101-127.

Peterson, L.K., Bergen, K.M., Brown, D.G., Vashchuk, L., and Y. Blam. 2009. Forested Land-Cover Patterns and Trends over Changing Forest Management Eras in the Siberian Baikal Region. Forest Ecology & Management, 257: 911-922.

Bergen, K., Zhao, T., Kharuk, V., Blam, Y., Brown, D. Peterson, L., Miller, N. 2008. Changing Regimes: Forested Land-Cover Dynamics in Central Siberia 1974-2001, Special Issue on Mapping & Modeling Land Use/Land Cover Dynamics in Frontiers Settings, Photogrammetric Engineering & Remote Sensing, 74:787-798.

Luguang J., K. Bergen, D. Brown, Q. Tian, Q. Shuhua, T. Zhao, 2008. Land-Cover Change and Vulnerability to Flooding near Poyang Lake, Jiangxi Province, China, Special Issue on Mapping & Modeling Land Use/Land Cover Dynamics in Frontiers Settings, Photogrammetric Engineering and Remote Sensing, 74: 775-786.

Ahmed, R., P. Siqueira, S. Hensley, B. Chapman, and K. Bergen. 2008. Temporal Decorrelation Studies for Vegetation Parameter Estimation with Spaceborne Radars, Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Boston, July 7-11.

Bergen, K.M. and I. Dronova. 2007. Observing Succession on Aspen-Dominated Landscapes using a Remote Sensing-Ecosystem Approach, Landscape Ecology, 22(9): 1395-1410.

Bergen, K.M., A.M. Gilboy and D.G. Brown. 2007. Multi-Dimensional Vegetation Structure in Modeling Avian Habitat, Ecological Informatics, 2(1): 9-22.

Zhao, T.T., D.G. Brown and K.M. Bergen. 2007. Increasing Gross Primary Production (GPP) in the Urbanizing Landscapes of Southeastern Michigan, Photogrammetric Engineering and Remote Sensing, 73(10): 1159-1167.

Zhao, T., Brown, D., Bergen, K., and A. Powers. 2005. Landscape and Productivity Changes in Southeastern Michigan, USA.  Proceedings: 9th International Symposium on Physical Measurements and Signature in Remote Sensing (ISPMSRS), Oct. 17-19, Beijing, China.

Bergen, K.M., D.G. Brown, J. Rutherford, E. Gustafson. 2005. Change Detection with Heterogeneous Data using Ecoregional Stratification, Statistical Summaries and a Land Allocation Algorithm. Remote Sensing of Environment, 97(4): 434-446.

Bergen, K., S. G. Conard, R. A. Houghton, E. S. Kasischke, S. Kharuk, O. Krankina, J. Ranson, H. H. Shugart, A. Sukhinin and R. F. Treyfeld. 2003. NASA and Russian Scientists Observe Land-Cover/Land-Use Change and Carbon in Russian Forests. Journal of Forestry, Special Issue on Technologies in Forestry, 34-41.

Bergen, K. M., E. Vaganov, G. Gutman and C. Justice. 2002. GOFC/GOLD Regional Workshop: GOFC/GOLD Information Products for Forest and Land Management in Siberia/Far East. The Earth Observer 14(6): 19-21.

Bergen, K.M., D.G. Brown, M.C. Dobson and E. Gustafson. 2002.  Integrating Radar Remote Sensing of Forested Habitat Structure: A Pilot Project for Biodiversity Informatics. Proceedings, National Science Foundation National Conference on Digital Government Research, Los Angeles, pp. 149-154.

Bergen, K. M., Brown, D. G., Rutherford, J.R. and E. Gustafson. 2002. Remote Sensing of Hotspots of Land-Cover Change in the USFS North Central Region Using Heterogeneous USGS LUDA and NOAA AVHRR Data. Proceedings, International Geosciences and Remote Sensing Symposium (IGARSS), Toronto, Canada, pp 1210-1212.

Karwan, D., D.A. Allan and K.M. Bergen. 2001. Changing Near-Stream Land Use and River Channel Morphology in the Venezuelan Andes. Journal of American Water Resources Association, December, pp. 1579-1587.

Bergen, K.M., J. Colwell, F. Sapio and J. Spruce. 2000. Forestry and Remote Sensing: Collaborative Implementation.  Journal of Forestry Special Issue on Remote Sensing in Forestry, 98:4-9.

Bergen, K., D. Brown, C.E. Olson and T. Lillesand, 2000. Profiles in Curricula - Remote Sensing at the University of Michigan-Ann Arbor and University of Wisconsin-Madison (short feature), Journal of Forestry, 98(4): 32-33.

Bergen, K.M. and M.C. Dobson. 1999. Integration of Remotely Sensed Radar Imagery in Modelling and Mapping of Forest Biomass and Net Primary Production. Ecological Modelling, 122: 257-274.

Kasischke, E.S., K. Bergen, R. Fennimore, et al. 1999. Mapping the Severe 1998 Forest Fires in the Russian Far East using NOAA AVHRR Imagery. EOS Transactions.  80(13).

Dobson, M.C. and K.M. Bergen. 1999. Land-Cover Classification and Forest Biophysical Retrieval from SAR.  Proceedings of the Society American Foresters.

Bergen, K.M. and M.C. Dobson.  1999. Monitoring Forest Biomass, Harvest, and ANPP using SAR.  Proceedings of the Society American Foresters.

Pierce, L.E., K.M. Bergen, M.C. Dobson, and F.T. Ulaby. Multi-Temporal Land-Cover Classification Using SIR-C/X-SAR Imagery.  Remote Sensing of Environment, 64:20-33, 1998.

Bergen, K.M., M.C. Dobson, L.E. Pierce, and F.T. Ulaby. 1998. Characterizing Carbon in a Northern Forest by using SIR-C/X-SAR Imagery. Remote Sensing of Environment, 63:24-39.

Bergen, K.M., R. DeRoo, C. Robinson and L.E. Pierce. 1998. A SIR-C Analysis of Coastal Sabkha. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Seattle, WA.

Bergen, K.M., M.C. Dobson, and L.E. Pierce. 1997. Effects of Within-Season Moisture Variations on Terrain Classification Using SIR-C/X-SAR.  Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Singapore, 1997.

Bergen, K.M., L.E. Pierce, M.C. Dobson. 1996. Monitoring Carbon Dynamics in Northern Forests using SIR-C/X-SAR imagery. Bulletin of the Ecological Society of America. Volume: 77 Issue: 3 part 2, p. 33.

Bergen, K.M., M.C. Dobson, and L.E. Pierce. 1996. Carbon Dynamics in Northern Forests using SIR-C/X-SAR Imagery. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Lincoln, Nebraska, pp. 580-582.

Bergen, K.M., L.E. Pierce, M.C. Dobson, and F.T. Ulaby. 1996. A Multi-Temporal Classifier for SIR-C/X-SAR Imagery,” Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Lincoln, Nebraska, pp. 1568-1570.

Dobson, M.C., L.E. Pierce, K.M. Bergen, and F.T. Ulaby. 1996. Temporal Stability of Northern Forest Biophysical Retrievals Using SIR-C/X-SAR.  Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS) Lincoln, NB, pp. 1092-1094.

Dobson, M.C., F.T. Ulaby, L.E. Pierce, T.L. Sharik, K.M. Bergen, J. Kellndorfer, J. Kendra, E Li, Y.C. Lin, A. Nashashibi, K. Sarabandi, and P. Siqueira. “Estimation of Forest Biophysical Characteristics in Northern Michigan with SIR-C/X-SAR,” IEEE Transactions on Geoscience and Remote Sensing, Vol. 33, No. 4, July 1995.

Pierce, L.E., M.C. Dobson, and K.M. Bergen. 1995. Land-Cover Classification Using SIR-C/X-SAR Data. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS). Florence, Italy, 3: 1234-6.  

Dobson, M.C., L.E. Pierce, and K.M. Bergen. 1995. Retrieval of Above-Ground Biomass and Detection of Forest Disturbance. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS), Florence, Italy, 3:1602-4.

Bergen, K. 1986. Hidden Cartographic Archives:  Maps of the United States Serial Set. Special Libraries Association Geography and Map Division Bulletin. No. 143, March, pp. 15-27.

Bergen, K. Computer Column. Quarterly Column for the Special Libraries Association Geography and Map Division, Bulletin, 1988-1990.

Bergen, K. and MacAdam, B. 1985. One-on-One: Term Paper Assistance Programs. RQ: Reference Quarterly.  24: 333-340.

 

Book Chapters/Edited Works

Bergen, K., Hitztaler, S., Kharuk, S., Krankina, O., Loboda, T., Zhao, T., Shugart, H., Sun, G.  2013. Human Dimensions of Environmental Change in Siberia.  Chapter 7 in G. Gutman and P. Groisman, editors, Regional Environmental Changes in Siberia and Their Global Consequences. New York, Springer. 357 pp.

Groisman, P. Y. G., Garik. Shvidenko, Anatoly Z. Bergen, Kathleen M. Baklanov, Alexander A. Stackhouse Jr., Paul W. 2013. Introduction: Regional Features of Siberia. In G. Gutman and P. Groisman, eds, Regional Environmental Changes in Siberia and Their Global Consequences. New York, Springer, 1-18 pp.

Gutman, G. G., Pavel Ya. Gordov, Evgeny P. Shiklomanov, Alexander I. Shiklomanov, Nikolay I. Shvidenko, Anatoly Z. Bergen, Kathleen M. Baklanov, Alexander A. 2013. Summary and Outstanding Scientific Challenges for Research of Environmental Changes in Siberia.  In G. Gutman and P. Groisman, eds, Regional Environmental Changes in Siberia and Their Global Consequences. New York, Springer, pp. 347-354.

Currie, W. and K. Bergen, 2008. Ecosystems: Forest: Temperate (article). In Encyclopedia of Ecology. Amsterdam: Elsevier, 8 vols.**

Krankina, O., G. Sun, H. H. Shugart, E. Kasischke, V. I. Kharuk, K. M. Bergen, J. G. Masek, W. B. Cohen, M. Duane. 2005. Northern Eurasia. Chapter 5 in Land Change Science: Observing, Monitoring, and Understanding Trajectories of Change on the Earth's Surface. Dordrecht, Netherlands, Kluwer.

Bergen, K.M. 2000. Guest Editor, Journal of Forestry, Special Issue on Forestry and Remote Sensing, 96 pp.

Bergen, K.M. 1997. Classification, Biomass Estimation, and Carbon Dynamics of a Northern Forest Using SIR-C/X-SAR Imagery. Ph.D. Dissertation, The University of Michigan Rackham Graduate School, Ann Arbor, 168 pp. 

 

Major Agency Reports and Science Plans

Zebker, H., ed. 2007. (K. Bergen contributing author). DESDYNI Report: Final Report of the NASA Workshop (to respond to the National Academies NRC Decadal Survey), August 2007, Orlando FL.

Reports Committee InSAR Working Group. 2005. (K. Bergen, contributing author, Land Science section). Summary Report of the InSAR Workshop, Oxnard, CA Oct 20-22, 2004.

Bergen, K., R. Knox, and S. Saatchi, Eds. 2005. Multi-Dimensional Forested Ecosystem Structure: Requirements for Remote Sensing Observations. Final Report of the NASA Workshop held June 23-25 2003, Annapolis, MD. NASA GSFC Report NASA/CP-2005-212778.

Potts, R., Gustafson, E., Stewart, S., Thompson, F. R., Bergen, K. Brown, D. G., Hammer, R., Radeloff, V., Bengston, D., Sauer, J., Sturtevant, B. 2004. The Changing Midwest Assessment: Land Cover, Natural Resources, and People. USDA Forest Service Gen. Tech. Rep. NC-250. St. Paul, MN: USDA, Forest Service, North Central Research Station, 87 pp.  Website: http://ncrs.fs.fed.us/4153/deltawest/

J. Cushing, K. Beard-Tisdale, K. Bergen, J. Clark, G. Henebry, E. Landis, D. Maier, J. Schnase, R. Stevenson. 2004. Research Agenda for Biodiversity and Ecosystem Informatics (BDEI):  Report of the 2003 Workshop. Report to the National Science Foundation (NSF).

Bondur, V.G. and K. Bergen. 2004. Education. Chapter 7 of NEESPI Science Plan (Northern Eurasia Earth Science Partnership Initiative). Washington, D.C.: NASA. (http://neespi.org/).

Glazovsky, N.F., D.S. Ojima, N. G. Maynard, K.M. Bergen, N. Chubarova, N. Davaasuren, G. Fisher, E. L. Genikhovich, P. Groisman, G.V. Kalabin, V.M. Kotlyakov, G.S. Kust, V. Osipov, V.E. Romanovsky, C. Rosenzweig, K. Seto, A.A. Chibilev, F. Tubiello, N.M. Vandysheva, R. Walker.  Land-Use Interactions. Chapter 3 of NEESPI Science Plan (Northern Eurasia Earth Science Partnership Initiative). Washington, D.C.: NASA. (http://neespi.org/).

Bergen, K.M., M.C. Dobson, T.L. Sharik, and I. Brodie. 1995. Final Report: Structure, Composition, and Above-ground Biomass of SIR-C/X-SAR and ERS-1 Forest Test Stands 1991-1994, Raco Michigan Site. Radiation Laboratory Final Report, 036511-7-F, Radiation Laboratory, EECS Dept., The University of Michigan, Ann Arbor, MI, 192 pp.

Bergen, K.M., M.C. Dobson, L.E. Pierce, J. Kendra, J. Kellndorfer, and P. Siqueira.1994. April 1994 SIR-C/X-SAR Mission: Ancillary Data Report Raco, Michigan Site. Radiation Laboratory Technical Report, 036511-5-T, Radiation Laboratory, EECS Dept., University of Michigan, Ann Arbor, MI, 138 pp.

Bergen, K.M., M.C. Dobson, L.E. Pierce, J. Kellndorfer, and P. Siqueira. 1994. October 1994 SIR-C/X-SAR Mission: Ancillary Data Report Raco, Michigan Site. Radiation Laboratory Technical Report, 036511-6-T, Radiation Laboratory, EECS Dept., The University of Michigan, Ann Arbor, MI, 167 pp.

 

Graduate Certificate Program in Spatial Analysis

http://www.snre.umich.edu/degrees/certificate/spatial_analysis