Link to Google Scholar Page



Forbes, W., Mao, J., Jin, M., Kao, S.C., Fu, W., Shi, X., Ricciuto, D.M., Thornton, P.E., Ribes, A., Wang, Y., Piao, S., Zhao, T., Schwalm, C.R., Hoffman, F., Fisher, J.B., Ito, A., Poulter, B., Fang, Y., Tian, H., Jain, A.K., and Hayes, D.J. (2018) Contribution of environmental forcings to US runoff changes for the period 1950-2010, Environmental Research Letters, in press.

McGuire, A.D., DM. Lawrence, C. Koven, J.S. Clein, E. Burke, G. Chen, E. Jafarov, A.H. MacDougall, S. Marchenko, D. Nicolsky, S. Peng, A. Rinke, P. Ciais, I. Gouttevin, D.J. Hayes, D. Jin, Ge. Krinner, J.C. Moore, V. Romanovsky, C. Schädel, K. Schaefer, E.A.G. Schuur, and Q. Zhuang (2018) The Dependence of the Evolution of Carbon Dynamics in the Northern Permafrost Region on the Trajectory of Climate Change, Proceedings of the National Academy of Sciences, p.201719903.

Fisher, J.B., Hayes, D.J., Schwalm, C.R., Huntzinger, D.N., Stofferahn, E., Schaefer, K., Luo, Y., Wullschleger, S.D., Goetz, S., Miller, C.E. and Griffith, P., (2018) Missing pieces to modeling the Arctic-Boreal puzzle. Environmental Research Letters, in press.


Chen, G., S. Pan, D.J. Hayes and H. Tian (2017) Spatial and temporal patterns of plantation forests in the United States since the 1930s: An annual and gridded data set for regional Earth system modeling, Earth System Science Data, 9(2), 545.

Schwalm, C.R., W.R.L. Anderegg, A.M. Michalak, J.B. Fisher, F. Biondi, G. Koch , M. Litvak, K. Ogle, J.D. Shaw, A. Wolf, D.N. Huntzinger, K. Schaefer, R. Cook, Y. Wei, Y. Fang, D.J. Hayes, M. Huang, A. Jain and H. Tian (2017) Global patterns of drought recovery, Nature, 548, doi:10.1038/nature23021.

Huntzinger, D.N., A. M. Michalak, C. Schwalm, P. Ciais, A.W. King, Y. Fang, K. Schaefer, Y. Wei, R.B. Cook, J.B. Fisher, D.J. Hayes, M. Huang, A. Ito, A. K. Jain, H. Lei, C. Lu, F. Maignan, J. Mao, N. Parazoo, S. Peng, B. Poulter, D. Ricciuto, X. Shi, H. Tian, W. Wang, N. Zeng, F. Zhao (2017) Uncertainty in the response of terrestrial carbon sink to environmental drivers undermines carbon-climate feedback predictions, Scientific Reports, 7, 4765, doi:10.1038/s41598-017-03818-2.

Fang, Y., AM Michalak, CR Schwalm, DN Huntzinger, JA Berry, P Ciais, Shilong Piao, B Poulter, JB Fisher, RB Cook, DJ Hayes, M Huang, A Ito, A Jain, H Lei, C Lu, J Mao, NC Parazoo, S Peng, DM Ricciuto, X Shi, B Tao, H Tian, W Wang, Y Wei and J Yang (2017) Global land carbon sink response to temperature and precipitation varies with ENSO phase, Environmental Research Letters, 12 (6), 064007, doi:10.1088/1748-9326/aa6e8e.

Chen, G., D.J. Hayes and A.D. McGuire (2017) Contributions of wildland fire to terrestrial ecosystem carbon dynamics in North America from 1990 – 2012, Global Biogeochemical Cycles, 31, doi:10.1002/2016GB005548.

Hughes, M.J., S.D. Kaylor and D.J. Hayes (2017) Patch-Based Forest Change Detection from Landsat Time Series. Forests, 8(5), 166.

Xia, J, McGuire, AD, Lawrence, D, Burke, E, Chen, G, Chen, X, Delire, C, Koven, C, MacDougall, A, Peng, S, Rinke, A, Saito, K, Zhang, W, Alkama, R, Bohn, TJ, Ciais, P, Decharme, B, Gouttevin, I, Hajima, T, Hayes, DJ, Ji, D, Krinner, G, Lettenmaier, DP, Miller, PA, Moore, JC, Smith, B, Sueyoshi, T, Shi, Z, Yan, L, Liang, J, Jiang, L, Luo, Y (2017) Terrestrial ecosystem model performance in simulating net primary productivity and its vulnerability to climate change in the northern permafrost region, Journal of Geophysical Research  – Biogeosciences, 122, doi:10.1002/2016JG003384.

Vargas, R., D. Alcaraz-Segura, R. Birdsey, N.A. Brunsell, C.O. Cruz, B. de Jong, J. Etchevers, M. Guevara, D.J. Hayes, K. Johnson, H. Loescher, F. Paz, Y. Ryu, Z. Sanchez, and K.P. Toledo-Gutierrez (2017) Enhancing interoperability to facilitate implementation of REDD+: Case study of Mexico. Carbon Management, pp. 1-9, doi:10.1080/ 17583004.2017.1285177.

Ayrey, E., S. Fraver, J.A. Kershaw Jr., L.S. Kenefic, D.J. Hayes, A.R. Weiskittel, and B.E. Roth (2017) Layer Stacking: A novel algorithm for individual forest tree segmentation from LiDAR point clouds, Canadian Journal of Remote Sensing, pp. 1-13.


Thomas, R.T., I.C. Prentice, H. Graven, P. Ciais, J.B. Fisher, D.J. Hayes, M. Huang, D.N. Huntzinger, A. Ito, A. Jain, J. Mao, A.M. Michalak, S. Peng, B. Poulter, D.M. Ricciuto, X. Shi, C. Schwalm, H. Tian and N. Zeng (2016) CO2 and greening observations indicate increasing light-use efficiency in northern terrestrial ecosystems, Geophysical Research Letters 43(21).

Olefeldt, D., S. Goswami, G. Grosse, D.J. Hayes, G. Hugelius, P. Kuhry, A.D. McGuire, V.E. Romanovsky, A.B.K. Sannel, E.A.G. Schuur, M.R. Turetsky (2016) Circumpolar distribution and carbon storage of thermokarst landscapes, Nature Communications, 7, 13043 doi: 10.1038/ncomms13043.

McGuire, A. D., C. Koven, D. M. Lawrence, J. S. Clein, J. Xia, C. Beer, E. Burke, G. Chen, X. Chen, C. Delire, E. Jafarov, A. H. MacDougall, S. Marchenko, D. Nicolsky, S. Peng, A. Rinke, K. Saito, W. Zhang, R. Alkama, T. J. Bohn, P. Ciais, B. Decharme, A. Ekici, I. Gouttevin, T. Hajima, D. J. Hayes, D. Ji, G. Krinner, D. P. Lettenmaier, Y. Luo, P. A. Miller, J. C. Moore, V. Romanovsky, C. Schädel, K. Schaefer, E. A. Schuur, B. Smith, T. Sueyoshi, and Q. Zhuang (2016), Variability in the sensitivity among model simulations of permafrost and carbon dynamics in the permafrost region between 1960 and 2009. Global Biogeochem. Cycles, 29, doi: 10.1002/2016GB005405.

Ito, A., Inatomi, M., Huntzinger, D., Schwalm, C., Michalak, A., Cook, R., King, A., Mao, J., Wei, Y., Post, W., Wang, W., Arain, M., Huang, S., Hayes, D., Ricciuto, D., Shi, X., Huang, M., Lei, H., Tian, H., Lu, C., Yang, J., Tao, B., Jain, A., Poulter, B., Peng, S., Ciais, P., Fisher, J., Parazoo, N., Schaefer, K., Peng, C., Zeng, N., & Zhao, F. (2016). Decadal trends in the seasonal-cycle amplitude of terrestrial CO2 exchange resulting from the ensemble of terrestrial biosphere models. Tellus B, 68. doi:10.3402/tellusb.v68.28968

Dale, V.H., M.J. Hughes, and D.J. Hayes (2016) Climate change and the future of natural disturbances in the southeastern forest region. In C. Greenberg and B. Collins (eds.) Natural Disturbances: Historic Range of Variation and Effects on Upland Hardwood Forest Structure in the Southeastern US, Springer, New York, pp.355-369.


Jones, B.M., G. Grosse, C.D. Arp, E. Miller, L. Liu, D.J. Hayes and C.F. Larsen (2015) Recent Arctic tundra fire initiates widespread thermokarst development, Scientific Reports, 5, 15865. doi: 10.1038/srep15865.

Koven, C.D, E. A. G. Schuur, C. Schaedel, T. Bohn, E. J. Burke, G. Chen*, X. Chen, P. Ciais, G. Grosse, J. W. Harden, D. J. Hayes, G. Hugelius, E. E. Jafarov, G. Krinner, P. Kuhry, D. M. Lawrence, A. H. MacDougall, S. S. Marchenko, A. D. McGuire, S. M. Natali, D. J. Nicolsky, D. Olefeldt, S. Peng, V. E. Romanovsky, K. M. Schaefer, J. Strauss, C. C. Treat, and M. Turetsky (2015) A simplified, data-constrained approach to estimate the permafrost carbon-climate feedback, Phil. Trans. R. Soc. A, 373: 20140423. doi:10.1098/rsta.2014.0423.

Mao, J., W. Fu, X. Shi, D.M. Ricciuto, J.B. Fisher, R.E. Dickinson, Y. Wei, W. Shem, S. Piao, K. Wang, C.R. Schwalm, H. Tian, M. Mu, A. Arain, P. Ciais, R. Cook, Y. Dai, D. Hayes, F.M. Hoffman, M. Huang, S. Huang, D.N. Huntzinger, A. Ito, A. Jain, A.W. King, H. Lei, C. Lu, A.M. Michalak, N. Parazoo, C. Peng, S. Peng, B. Poulter, K. Schaefer, E. Jafarov, P.E. Thornton, W. Wang, N. Zeng, Z. Zeng, F. Zhao, Q. Zhu  and Z. Zhu (2015) Disentangling climatic and anthropogenic controls on global terrestrial evapotranspiration trends, Environmental Research Letters, 10, 094008.

Parmentier, F.W., W. Zhang, Y. Mi, X. Zhu, J. van Huissteden, D.J. Hayes, Q. Zhuang, T.R. Christensen, and A.D. McGuire (2015) Rising methane emissions from northern wetlands associated with sea ice decline, Geophysical Research Letters, 2015GL065013R, 42, doi:10.1002/2015GL065013.

Masek, J.G., D.J. Hayes, M.J. Hughes, S.P. Healey and D.P. Turner (2015) The role of remote sensing in process-scaling studies of managed forest ecosystems, Forest Ecology and Management, 355, 109–123, doi:10.1016/j.foreco.2015.05.032.

Schwalm, C.R., D.N. Huntinzger, J.B. Fisher, A.M. Michalak, K. Bowman, P. Cias, R. Cook, B. El-Masri, D. Hayes, M. Huang, A. Ito, A. Jain, A.W. King, H. Lei, J. Liu, C. Lu, J. Mao, S. Peng, B. Poulter, D. Ricciuto, K. Schaefer, X. Shi, B. Tao, H. Tian, W. Wang, Y. Wei, J. Yang, and N. Zeng (2015) Toward “optimal” integration of terrestrial biosphere models, Geophysical Research Letters, 42, doi: 10.1002/2015GL064002.

Tian, H., C. Lu, J. Yang, K. Banger, D. Huntzinger, C. Schwalm, A. Michalak, R. Cook, P. Cias, D. Hayes, M. Huang, A. Ito, A. Jain, H. Lei, J. Mao, S. Pan, W. Post, S. Peng, B. Poulter, W. Ren, D. Ricciuto, K. Schaefer, X. Shi, B. Tao, W. Wang, Y. Wei, Q. Yang, B. Zhang, N. Zeng (2015) Global patterns of soil carbon stocks and fluxes as simulated by multiple terrestrial biosphere models: sources and magnitude of uncertainty, Global Biogeochemical Cycles, 29, doi:10.1002/2014GB005021.

Schuur, E.A.G., A.D. McGuire, C. Schädel, G. Grosse, J.W. Harden, D.J. Hayes, G. Hugelius, C.D. Koven, P. Kuhry, D.M. Lawrence, S.M. Natali, D. Olefeldt, V.E. Romanovsky, K. Schaefer, M. Turetsky, C. Treat, J.E. Vonk (2015) Climate change and the permafrost carbon feedback, Nature, 520, 171–179, doi:10.1038/nature14338.

Goswami, S., X. Xu, and D. Hayes (2015) Four key areas for training the next-generation of global change researchers , Current Science, 108 (7), 1195-1196.

King, A.W., R.J. Andres, K.J. Davis, M. Hafer, D.J. Hayes, D.N. Huntzinger, B. de Jong, W.A. Kurz, A.D McGuire, R. Vargas, Y. Wei, T.O. West, and C.W. Woodall (2015) North America’s net terrestrial carbon exchange with the atmosphere 1990-2009, Biogeosciences, 12, 399-414, doi: 10.5194/bg-12-1-2015.


Tian, H., G. Chen, C. Lu, X. Xu, D.J. Hayes, W. Ren, S. Pan, D.N. Huntzinger and S.C. Wofsy (2014) North American terrestrial CO2 uptake largely offset by CH4 and N2O emissions: Toward a full accounting of the greenhouse gas budget, Climatic Change, 10.1007/s10584-014-1072-9.

Lei, H., M. Huang, L. R. Leung, D. Yang, X. Shi, J. Mao, D.J. Hayes, C. R. Schwalm, Y. Wei, and S. Liu (2014) Sensitivity of global terrestrial gross primary production to hydrologic states simulated by the Community Land Model using two runoff parameterizations. J. Adv. Model. Earth Syst., 06, doi:10.1002/2013MS000252.

Hughes, M.J and D.J. Hayes (2014) Automated detection of cloud and cloud-shadow in single-date Landsat imagery using neural networks and spatial post-processing, Remote Sensing, 6(6), 4907-4926, doi:10.3390/rs6064907.

Hayes, D.J., D.W. Kicklighter, A.D. McGuire, M. Chen, Q. Zhuang, F. Yuan, J.M. Melillo, and S.D. Wullschleger (2014) The impacts of recent permafrost thaw on land-atmosphere greenhouse gas exchange, Environmental Research Letters, 9, 045005, doi:10.1088/1748-9326/9/4/045005.

Fisher, J. B., Sikka, M., Oechel, W. C., Huntzinger, D. N., Melton, J. R., Koven, C. D., Ahlström, A., Arain, A. M., Baker, I., Chen, J. M., Ciais, P., Davidson, C., Dietze, M., El-Masri, B., Hayes, D., Huntingford, C., Jain, A., Levy, P. E., Lomas, M. R., Poulter, B., Price, D., Sahoo, A. K., Schaefer, K., Tian, H., Tomelleri, E., Verbeeck, H., Viovy, N., Wania, R., Zeng, N., and Miller, C. E. (2014) Carbon cycle uncertainty in the Alaskan Arctic, Biogeosciences, 11, 4271-4288, doi:10.5194/bg-11-1-2014.


Huntzinger, D. N., Schwalm, C., Michalak, A. M., Schaefer, K., King, A. W., Wei, Y., Jacobson, A., Liu, S., Cook, R. B., Post, W. M., Berthier, G., Hayes, D., Huang, M., Ito, A., Lei, H., Lu, C., Mao, J., Peng, C. H., Peng, S., Poulter, B., Riccuito, D., Shi, X., Tian, H., Wang, W., Zeng, N., Zhao, F., and Zhu, Q. (2013) The North American Carbon Program Multi-Scale Synthesis and Terrestrial Model Intercomparison Project – Part 1: Overview and experimental design, Geosci. Model Dev., 6, 2121-2133, doi:10.5194/gmd-6-2121-2013.

Kicklighter, D.W., D.J. Hayes, J.W. McClelland, B.J. Peterson, A.D. McGuire, and J.M. Melillo (2013) Insights and issues with simulating terrestrial DOC loading of arctic river networks, Ecological Applications, 23, 1817–1836, doi:10.1890/11-1050.

Schuur, E.A.G., B.W. Abbott, W.B. Bowden, V. Brovkin, P. Camill, J.P. Canadell, J.P. Chanton, F.S. Chapin III, T.R. Christensen, P. Ciais, B.T. Crosby, C.I. Czimczik, G. Grosse, J. Harden, D.J. Hayes, G. Hugelius, J.D. Jastrow, J.B. Jones, T. Kleinen, C.D. Koven, G. Krinner, P. Kuhry, D.M. Lawrence, A.D. McGuire, S.M. Natali, J.A. O’Donnell, C.L. Ping, W.J. Riley, A. Rinke, V.E. Romanovsky, A.B.K. Sannel, C. Schädel, K. Schaefer, J. Sky, Z.M. Subin, C. Tarnocai, M. Turetsky, M. Waldrop, K. M. Walter-Anthony, K. P. Wickland, C.J. Wilson, S.A. Zimov (2013) Expert assessment of vulnerability of permafrost carbon to climate change. Climatic Change, 119, 359-374.


King, A.W., D.J. Hayes, D.N. Huntzinger, T.O. West and W.M. Post (2012) North America carbon dioxide sources and sinks: magnitude, attribution, and uncertainty, Frontiers in Ecology and the Environment, 10(10), 512–519, doi:10.1890/120066.

Hayes, D.J. and D.P. Turner (2012) The need for “apples-to-apples” comparisons of carbon dioxide source and sink estimates, Eos Trans. AGU, 95(41), 404-405, doi:10.1029/2012EO410007.

Weng, E., Y. Luo, W. Wang, H. Wang, D.J. Hayes, A.D. McGuire, A. Hastings, and D.S. Schimel (2012) Ecosystem carbon storage capacity as affected by disturbance regimes: A general theoretical model, Journal of Geophysical  Research, 117, G03014, doi:10.1029/2012JG002040.

McGuire, A.D., T. Christensen, D.J. Hayes, A. Heroult, E.S. Euskirchen,  J.S. Kimball, C. Koven, P. Lefleur, P.A. Miller, W. Oechel, P. Peylin, M. Williams, and Y. Yi (2012) An assessment of the carbon balance of arctic tundra: Comparisons among observations, process models, and atmospheric inversions, Biogeosciences, 9, 3185-3204, doi:10.5194/bg-9-3815-2012.

Huntzinger, D.N., W.M. Post, Y. Wei, A.M. Michalak, T.O. West, A.R. Jacobson, I.T. Baker, J. M. Chen, K.J. Davis, D.J. Hayes, F.M. Hoffman, A.K. Jain, S. Liu, A.D. McGuire, R.P. Neilson, B. Poulter, B.M. Raczka, H.Q. Tian, P. Thornton, E. Tomelleri, N. Viovy, J. Xiao, N. Zeng, M. Zhao, and R. Cook (2012) North American Carbon Program (NACP) Regional Interim Synthesis: Terrestrial Biospheric Model Intercomparison, Ecological Modeling, 232, 144-157, doi: 10.1016/j.ecolmodel.2012.02.004.

Hayes, D.J., D.P. Turner, G. Stinson, A.D. McGuire, Y. Wei, T.O. West, L.S. Heath, B. deJong, B.G. McConkey, R.A. Birdsey, W.A. Kurz, A.R. Jacobson, D.N. Huntzinger, Y. Pan, W.M. Post, and R.B. Cook (2012) Reconciling estimates of the contemporary North American carbon balance among terrestrial biosphere models, atmospheric inversions and a new approach for estimating net ecosystem exchange from inventory-based data. Global Change Biology, 18, 1282-1289, doi: 10.1111/j.1365-2486.2011.02627.x.

Shvidenko, A.Z., E. Gustafson, A. D. McGuire, V.I. Kharuk, D.G. Schepaschenko, H.H. Shugart, N.M. Tchebakova, N.N. Vygodskaya, A.A. Onuchin, D.J. Hayes, I. McCallum, S. Maksyutov, L.V. Mukhortova, A. J. Soja, L. Belelli-Marchesini, J.A. Kurbatova, A.V. Oltchev, E.I. Parfenova, and J.K. Shuman (2012) Terrestrial Ecosystems and Their Change, Chapter 6 in P.Ya. Groisman and G. Gutman (eds.), Regional Environmental Changes in Siberia and Their Global Consequences, Springer Environmental Science and Engineering, pp. 171 -249, DOI 10.1007/978-94-007-4569-8_6.


Schuur, E.A.G., B.W. Abbott, W.B. Bowden, V. Brovkin, P. Camill, J.P. Canadell, F.S. Chapin III, T.R. Christensen, J.P. Chanton, P. Ciais, P.M. Crill, B.T. Crosby, C.I. Czimczik, G. Grosse, J. Harden, D.J. Hayes, G. Hugelius, J.D. Jastrow, T. Kleinen, C.D. Koven, G. Krinner, P. Kuhry, D.M. Lawrence, A.D. McGuire, S.M. Natali, J.A. O’Donnell, C.L. Ping, A. Rinke, W.J. Riley, V.E. Romanovsky, A.B.K. Sannel, C. Schädel, K. Schaefer, Z.M. Subin, C. Tarnocai, M. Turetsky, M. Waldrop, K. M. Walter-Anthony, K. P. Wickland, C.J. Wilson, S.A. Zimov (2011) High risk of permafrost thaw. Nature, 480, 32-33.

Hayes, D.J., A.D. McGuire, D.W. Kicklighter, K.R. Gurney, T.J. Burnside, and J.M. Melillo (2011) Is the northern high latitude land-based CO2 sink weakening? Global Biogeochemical Cycles, 25(3), GB3018, doi:10.1029/2010gb003813.

Pan, Y., R.A. Birdsey, J. Fang, R. Houghton, P. Kauppi, W.A. Kurz, O.L. Phillips, A. Shvidenko, J.G. Canadell, P. Ciais, R.B. Jackson, S. Pacala, S.L. Lewis, A.D. McGuire, S. Piao, A. Rautiainen, S. Sitch, and D.J. Hayes (2011) A large and persistent carbon sink in the World’s forests, Science, 333(6045), 988-993.

Hayes, D.J., A.D. McGuire, D.W. Kicklighter, T.J. Burnside and J. M. Melillo (2011) The effects of land cover and land use change on the contemporary carbon balance of the arctic and boreal terrestrial ecosystems of northern Eurasia. Chapter 6 in Gutman, Groisman and  Reissell (eds.) Arctic Land Cover and Land Use in a Changing Climate. NASA Land Cover and Land Use Change Program. Springer, pp 109-136.

Krankina, O.N., D. Pflugmacher, D.J. Hayes, A.D. McGuire, M. Hansen, T. Hame, V. Elsakov, and P. Nelson (2011) Vegetation cover in the Eurasian Arctic: Distribution, monitoring, and role in carbon cycling. Chapter 5 in Gutman, Groisman and Reissell (eds.) Arctic Land Cover and Land Use in a Changing Climate. NASA Land Cover and Land Use Change Program. Springer, pp 79-108.

2010 and prior

McGuire, A.D., D.J. Hayes, D.W. Kicklighter, M. Manizza, Q. Zhuang, M. Chen, M.J. Follows, K.R. Gurney, J.W. McClelland, J.M. Melillo, B.J. Peterson, and R. Prinn (2010) An analysis of the carbon balance of the Arctic Basin from 1997 to 2006, Tellus, 62B, 455-474, doi:10.1111/j.1600-0889.2010.00497.x.

McGuire, A.D., R.W. Macdonald, E.A.G. Schuur, J.W. Harden, P. Kuhry, D.J. Hayes, T.R. Christensen, and M. Heimann (2010) The carbon budget of the northern cryosphere region, Current Opinion in Environmental Sustainability, 2(4),  231 – 236, doi:10.1016/j.cosust.2010.05.003.

McGuire, A.D., L.G. Anderson, T.R. Christensen, S. Dallimore, L. Guo, D.J. Hayes, M. Heimann, T.D. Lorenson, R.W. Macdonald, and N. Roulet. (2009) Sensitivity of the carbon cycle in the Arctic to climate change. Ecological Monographs, 79, 523-555.

Hayes, D.J., W.B. Cohen, S.A. Sader and D.E. Irwin (2008) Estimating proportional change in forest cover as a continuous variable from multi-Year MODIS data, Remote Sensing of Environment, 112,  735–749.

Hayes, D.J. and W.B. Cohen (2007) Spatial, spectral and temporal patterns of tropical forest cover change as observed with multiple scales of optical satellite data, Remote Sensing of Environment, 106, 1-16.

Hayes, D. J., S.A. Sader, and N.B. Schwartz (2002). Analyzing a forest conversion history database to explore the spatial and temporal characteristics of land cover change in Guatemala’s Maya Biosphere Reserve. Landscape Ecology, 17(4), 299-314.

Hayes, D. J., and S.A. Sader (2001). Comparison of change-detection techniques for monitoring tropical forest clearing and vegetation regrowth in a time series. Photogrammetric Engineering and Remote Sensing, 67(9), 1067-1075.

Sader, S.A., D.J. Hayes, J.A. Hepinstall, M. Coan, and C. Soza. (2001) Forest change monitoring of a remote biosphere reserve. International Journal of Remote Sensing, 22, 1937-1950.