Earth Sciences Division (ESD) Department of Energy (DOE) Lawrence Berkeley National Laboratory (LBNL)

Bardan Ghimire's Publications

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Peer-Reviewed Publications

  1. Ghimire, B., W. J. Riley, C. D. Koven, A. Rogers and J. Kattge. in prep. Global leaf nitrogen allocation patterns: A synthesis from the global plant traits (TRY) database.
  2. Ghimire, B. and C. A. Williams. in prep. Detecting and quantifying parameter equifinality and non-uniqueness in ecosystem models using model-data fusion.
  3. Ghimire, B., C. A. Williams, J. G. Masek, F. Gao, Z. Wang, C. B. Schaaf and T. He. in review. Global albedo change and radiative cooling from anthropogenic land-cover change, 1700 to 2005 based on MODIS, land-use harmonization and radiative kernels.
  4. Gao, F., T. He, Z. Wang, B. Ghimire, Y. Shuai, J. G. Masek, C. B. Schaaf and C. A. Williams. in review. Generating multi-scale albedo look-up maps using MODIS BRDF/albedo products and Landsat imagery.
  5. Ghimire, B., C. A. Williams, G. J. Collatz, J. G. Masek, M. Vanderhoof, D. Kulakowski and J. Rogan. in review. Large carbon release from bark beetle outbreaks across western United States imposes climate feedback.
  6. Williams, C. A., M. Vanderhoof, M. Khomik and B. Ghimire. 2013. Post-clearcut dynamics of carbon, water and energy exchanges in a mid-latitude temperate, deciduous broadleaf forest environment. Global Change Biology doi: 10.1111/gcb.12388.
  7. Vanderhoof, M., C. A. Williams, B. Ghimire and J. Rogan. 2013. Impact of mountain pine beetle outbreaks on forest albedo and radiative forcing, as derived from MODIS, Rocky Mountains, USA. Journal of Geophysical Research – Biogeosciences 118: doi:10.1002/jgrg.20120.
  8. Vanderhoof, M., C. A. Williams, M. Pasay and B. Ghimire. 2012. Controls on the rate of CO2 emission from woody debris in clearcut and coniferous forest environments of central Massachusetts. Biogeochemistry, online 13 November 2012, DOI: 10.1007/s10533-012-9810-4.
  9. Ghimire, B., C. A. Williams, G. J. Collatz and M. Vanderhoof. 2012. Fire-induced carbon emissions and regrowth uptake in western U.S. forests: Documenting variation across forest types, fire severity, and climate regions. Journal of Geophysical Research – Biogeosciences 117: G03036, doi:10.1029/2011JG001935.
  10. Neeti, N., J. Rogan, Z. Christman, J. R. Eastman, M. Millones, L. Schneider, E. Nickl, B. Schmook, B. L. Turner II and B. Ghimire. 2012. Mapping seasonal trends in vegetation using AVHRR-NDVI time series in the Yucatán Peninsula, Mexico. Remote Sensing Letters 3 (5): 433-442.
  11. Panday, P. K. and B. Ghimire. 2012. Time-series analysis of NDVI from AVHRR data over the Hindu Kush–Himalayan region for the period 1982–2006. International Journal of Remote Sensing 33 (21): 6710-6721.
  12. Rodriguez-Galiano, V. F., B. Ghimire, J. Rogan, M. Chica-Olmo and J. P. Rigol-Sanchez. 2012. An assessment of the effectiveness of a random forest classifier for land-cover classification. ISPRS Journal of Photogrammetry and Remote Sensing 67: 93-104.
  13. Ghimire, B., J. Rogan, V. F. Rodriguez-Galiano, P. Panday and N. Neeti. 2012. An evaluation of bagging, boosting, and random forests for land-cover classification in Cape Cod, Massachusetts, USA. GIScience & Remote Sensing 49 (5): 623-643.
  14. Rodriguez-Galiano, V. F., B. Ghimire, E. Pardo-Iguzquiza, M. Chica-Olmo and R. G. Congalton. 2012. Incorporating the downscaled Landsat TM thermal band in land-cover classification using random forest. Photogrammetric Engineering and Remote Sensing 78 (2): 129-138.
  15. Panday, P. K., H. Bulley, U. Haritashya and B. Ghimire. 2011. Supraglacial Lake Classification in the Everest Region of Nepal Himalaya. In Geospatial Techniques for Managing Environmental Resources, eds. J. K. Thakur, S. K. Singh, A. Ramanathan, M. B. K. Prasad & W. Gossel, 86-99. Dordrecht: Springer Publications.
  16. Panday, P. K., K. E. Frey and B. Ghimire. 2011. Detection of the timing and duration of snowmelt in the Hindu Kush-Himalaya using QuikSCAT, 2000–2008. Environmental Research Letters 6 (2): 1-13.
  17. Ghimire, B., J. Rogan and J. Miller. 2010. Contextual land-cover classification: Incorporating spatial dependence in land-cover classification models using random forests and the Getis statistic. Remote Sensing Letters 1 (1): 45-54.
  18. Eastman, J. R., F. Sangermano, B. Ghimire, H. Zhu, H. Chen, N. Neeti, Y. Cai, E. A. Machado and S. C. Crema. 2009. Seasonal trend analysis of image time series. International Journal of Remote Sensing 30 (10): 2721-2726.

Publications, Other

  1. Rodríguez-Galiano, V. F., F. Abarca-Hernández, B. Ghimire, M. Chica-Olmo, P. Atkinson and C. Jeganathan. 2011. Incorporating spatial variability measures in land-cover classification using random forest. Procedia Environmental Sciences 3: 44-49.
  2. Ghimire, B. 2005. KanchanTM Arsenic Filter: Can Iron and Arsenic Particles Migrate through the Sand Layer? Cambridge: Massachusetts Institute of Technology.
  3. Ghimire, B. and P. Lavaju. 2004. Impacts of Khopasi Hydropower Project, Panauti on the Ecological Integrity of the Roshi River System. Kathmandu: Ministry of Population and Environment.

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