Catherine Champagne, Ph.D.

Environmental Scientist

Dr. Catherine Champagne leads applied research and development on agroclimate, remote sensing, yield forecasting, drought monitoring, agricultural water balances and land dynamics.

Agriculture and Agri-Food Canada

960 Carling Avenue, Ottawa, Ontario

Current research and/or projects

Estimating risk to agricultural systems from drought and excess moisture from earth observation
Crop yield forecasting at regional and local spatial scales
Drought forecasting
Soil moisture and agricultural water management
Building integrated modelling and data explotation systems using geospatial data

Professional activities / interests

Canadian Society for Agriculture and Forest Meteorology (CSAFM)
Adjunct in Department of Geography at University of Guelph
NASA Harvest Partner
Global Earth Observation Agricultural Monitoring (GEOGLAM)
American Geophysical Union Hydrology and Remote Sensing

Education and awards

Doctor of Philosophy (Ph.D.) – Physical Geography , University of Guelph 2011
Evaluation of Agricultural Soil Moisture Extremes in Canada Using Passive Microwave Remote Sensing

Master of Science (M.Sc.) – Physical Geography, University of Ottawa 2002
Remote Sensing of Plant Water Content for Precision Agriculture: The Potential for Hyperspectral Modelling

Bachelor of Arts (B.A.) – Physical Geography, McGill University 1998

Key publications

Arcand, Y., Bittman, S., Britten, M., Champagne, C., Daneshfar, B., David, S., Davidson, A., Derdall, E. Drury, C., Eden, J., Handyside, P., Hung, Y., Javorek, S., Jiang, Y., Jingui, Y., Jordan, C., Joosse, P., Li, S., McAuley, E., McNairn, H., MacDonald, D., Pacheco, A., Powers, J., Reid, K., Smith, E. L., Topp, E., Vanrobaeys, J., Villeneuve, S., Wilson, H., Yang, J. Agricultural Land Use. Synthesis of Science. Canada Water Agency Report. Freshwater Science Assessment-Line of Inquiry. Nov. 20, 2020.
2020 - View publication details
Oozeer, Y., Fletcher, C.G., Champagne, C. (2020). Evaluation of satellite-derived surface soil moisture products over agricultural regions of Canada. Remote Sensing, [online] 12(9), http://dx.doi.org/10.3390/RS12091455
2020 - View publication details
Wadsworth, E., Champagne, C., Berg, A.A. (2020). Evaluating the utility of remotely sensed soil moisture for the characterization of runoff response over Canadian watersheds. Canadian Water Resources Journal, [online] 45(1), 77-89. http://dx.doi.org/10.1080/07011784.2019.1691943
2020 - View publication details
Dong, T., Shang, J., Qian, B., Liu, J., Chen, J.M., Jing, Q., McConkey, B., Huffman, T., Daneshfar, B., Champagne, C., Davidson, A., MacDonald, D. (2019). Field-scale crop seeding date estimation from MODIS data and growing degree days in Manitoba, Canada. Remote Sensing, [online] 11(15), http://dx.doi.org/10.3390/rs11151760
2019 - View publication details
White, J., Berg, A.A., Champagne, C., Warland, J., Zhang, Y. (2019). Canola yield sensitivity to climate indicators and passive microwave-derived soil moisture estimates in Saskatchewan, Canada, 268 354-362. http://dx.doi.org/10.1016/j.agrformet.2019.01.004
2019 - View publication details
Champagne, C., White, J., Berg, A., Belair, S., Carrera, M. (2019). Impact of soil moisture data characteristics on the sensitivity to crop yields under drought and excess moisture conditions, 11(4), http://dx.doi.org/10.3390/rs11040372
2019 - View publication details
Zhang, Y., Chipanshi, A., Daneshfar, B., Koiter, L., Champagne, C., Davidson, A., Reichert, G., Bédard, F. (2019). Effect of using crop specific masks on earth observation based crop yield forecasting across Canada. Remote Sensing Applications: Society and Environment, [online] 13 121-137. http://dx.doi.org/10.1016/j.rsase.2018.10.002
2019 - View publication details
Zhang, H., Li, Q., Liu, J., Du, X., Dong, T., McNairn, H., Champagne, C., Liu, M., Shang, J. (2018). Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier. Geocarto International, [online] 33(10), 1017-1035. http://dx.doi.org/10.1080/10106049.2017.1333533
2018 - View publication details
Champagne, C., Zhang, Y., Cherneski, P., Hadwen, T. (2018). Estimating regional scale hydroclimatic risk conditions from the soil moisture active-passive (SMAP) satellite. Geosciences (Switzerland), [online] 8(4), http://dx.doi.org/10.3390/geosciences8040127
2018 - View publication details
Zhang, H., Li, Q., Liu, J., Shang, J., Du, X., McNairn, H., Champagne, C., Dong, T., Liu, M. (2017). Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, [online] 10(12), 5334-5349. http://dx.doi.org/10.1109/JSTARS.2017.2774807
2017 - View publication details
Tadesse, T., Champagne, C., Wardlow, B.D., Hadwen, T.A., Brown, J.F., Demisse, G.B., Bayissa, Y.A., Davidson, A.M. (2017). Building the vegetation drought response index for Canada (VegDRI-Canada) to monitor agricultural drought: first results. GIScience and Remote Sensing, [online] 54(2), 230-257. http://dx.doi.org/10.1080/15481603.2017.1286728
2017 - View publication details
Champagne, C., Rowlandson, T.L., Berg, A.A., Burns, T., L'Heureux, J., Tetlock, E., Adams, J.R., McNairn, H., Toth, B.M., and Itenfisu, D. (2016). "Satellite Surface Soil Moisture from SMOS and Aquarius: Assessment for Applications in Agricultural Landscapes.", International Journal of Applied Earth Observation and Geoinformation, 45(Part B), pp. 143-154. doi : 10.1016/j.jag.2015.09.004
2016 - View publication details
Roy, S.K., Rowlandson, T.L., Berg, A.A., Champagne, C., and Adams, J.R. (2016). "Impact of sub-pixel heterogeneity on modelled brightness temperature for an agricultural region.", International Journal of Applied Earth Observation and Geoinformation, 45(Part B), pp. 212-220. doi : 10.1016/j.jag.2015.10.003
2016 - View publication details
Dong, T., Liu, J., Shang, J., Qian, B., Huffman, T., Zhang, Y., Champagne, C., Daneshfar, B. (2016). Assessing the impact of climate variability on cropland productivity in the Canadian Prairies using time series MODIS FAPAR. Remote Sensing, [online] 8(4), http://dx.doi.org/10.3390/rs8040281
2016 - View publication details
Chipanshi, A.C., Qian, B., Smith, W.N., Desjardins, R.L., Waldick, R.C., Audet, R., Jégo, G., Worth, D.E., Champagne, C., and McDonald, D. (2015). "Climate information use and requirements in Agriculture and Agri-Food Canada.", CCDS Workshop, Gatineau, Quebec, Canada, October 21, 2015. (Presentation)
2015 - View publication details
Catherine Champagne, Jesslyn Brown, Tsegaye Tadesse, Trevor Hadwen, Andrew M. Davidson and Richard Warren.2015. Monitoring Agricultural Drought in Canada using the Vegetation Drought Response Index (VegDRI). American Geophysical Union Annual Meeting, San Francisco, 14-18 December.
2015 - View publication details
Pacheco, A., McNairn, H., Mahmoodi, A., Champagne, C., Kerr, Y.H. (2015). The Impact of National Land Cover and Soils Data on SMOS Soil Moisture Retrieval over Canadian Agricultural Landscapes. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, [online] 8(11), 5281-5293. http://dx.doi.org/10.1109/JSTARS.2015.2417832
2015 - View publication details
Kross, A., Lapen, D.R., McNairn, H., Sunohara, M., Champagne, C., Wilkes, G. (2015). Satellite and in situ derived corn and soybean biomass and leaf area index: Response to controlled tile drainage under varying weather conditions. Agricultural Water Management, [online] 160 118-131. http://dx.doi.org/10.1016/j.agwat.2015.06.007
2015 - View publication details
Adams, J.R., McNairn, H., Berg, A.A., Champagne, C. (2015). Evaluation of near-surface soil moisture data from an AAFC monitoring network in Manitoba, Canada: Implications for L-band satellite validation, 521 582-592. http://dx.doi.org/10.1016/j.jhydrol.2014.10.024
2015 - View publication details
Champagne, C., Davidson, A., Cherneski, P., L'Heureux, J., Hadwen, T. (2015). Monitoring agricultural risk in Canada using L-band passive microwave soil moisture from SMOS. Journal of Hydrometeorology, [online] 16(1), 5-18. http://dx.doi.org/10.1175/JHM-D-14-0039.1
2015 - View publication details