Mederer, M., Feilhauer, H., Cherif, E., Berger, K., Hank, B., Kovach, K.R., Dao, P.D., Lu B., Townsend, P.A., Kattenborn, T. 2024. Plant trait retrieval from spectral data: Collective efforts of the scientific community outperform data simulations. Remote Sensing of Environment. (under review)
Chadwick, K.D.,..., Dao, P.D., et al. 2024. Unlocking ecological insights from subseasonal visible-to-shortwave infrared imaging spectroscopy: The SHIFT Campaign. Ecosphere. (under review)
Axiotis, A., Dao, P.D., He, Y. 2023. Performance and precision of real-time kinematic positioning under forest canopy conditions for remote sensing purposes. (manuscript completed)
Axiotis, A., Dao, P.D., He, Y. 2023. Airborne hyperspectral image classification for detecting Emerald Ash Borer related disturbance. (manuscript completed)
Dao, P.D., Axiotis, A., He, Y. 2022. A comparative study on machine learning algorithms for grassland native and invasive species classification of hyperspectral imagery. (manuscript in preparation)
Dao, P.D., He, Y. 2022. Drought-induced pigment dynamics and light use efficiency of photosynthesis in Bromus inermis grass: the role of close-range hyperspectral remote sensing in early stress detection. (manuscript in preparation)
Vu, T.D., Dao, P.D., Le, T.T.T. 2013. The need to use the transfer parameter for GPS data processing in VN-2000 coordinate system in Vietnam. Scientific-Technical Journal of Mining and Geology, 41, 64–68.
Dao, P.D., Bui, L.K. 2013. Application of GNSS real-time kinematic technique in monitoring the movement and deformation of railway induced by mine construction and exploitation operations. Mining Industry Journal, 2B-2013, 74–78.
Duong, P.V., Dao, P.D. 2011. Evaluating and researching for the most suitable algorithm and building coordinate transfer program for Vietnam’s cadastral coordinate network. Scientific-Technical Journal of Mining and Geology, 36, 79–84.
OTHER PUBLICATIONS
Chadwick, K.D., Queally, N., Zheng, T., Cryer, J., Vanden Heuvel, C., Villanueva-Weeks, C., Ade, C., Anderegg, L., Angel, Y., Baker, B., Boving, I., Braghiere, R.K., Brodrick, P., Campbell, P., Cushman, K.C., Davis, F., Dao, P.D., Dibartolo, A., Eckert, R., Grant, K., Heberlein, B., Johnson, M., Joutras, J., Kibler, C., Klope, M., Kovach, K., Kreisberg, A., Lovegreen, P., Maguire, A.J., Mcmahon, C., Miner, K., Nickles, C., Ochoa, F., Ocón, J.P., Ongjoco, A., Ordway, E., Park, M., Pavlick, R., Raiho, A.M., Roberts, D.A., Schimel, D.S., Schneider, F.D., Thompson, K., Townsend, P., Vermeer, E., Vinod, N., Zumdahl, K. 2023. SHIFT Photosynthetic and Leaf Traits, Santa Barbara County, 2022. ORNL DAAC, Oak Ridge, Tennessee, USA. Dao, P.D., He, Y. 2021. Sampling: Size selection, sample types, and intervals. The Geographic Information Science & Technology Body of Knowledge (1st Quarter 2021 Edition), John P. Wilson (ed.). (first draft completed)
CONFERENCES/PRESENTATIONS
Dao, P.D., Zierden, M., Hills, B.W, Riehl F.L.J, Oliveira, C., Zheng, T., Trowbridge, A.M., Lindroth, R.L., Townsend, P.A. 2022. Understanding the genetic underpinnings of plant-insect herbivore interactions: the role of remote sensing. ESA Annual Meeting 2023, 6–11 August, Portland, Oregon.
Dao, P.D., Zierden, M., Hills, B.W, Riehl F.L.J, Friedman S.M., Oliveira, C., Zheng, T., Trowbridge, A.M., Lindroth, R.L., Townsend, P.A. 2022. Imaging spectroscopy reveals potential genetic underpinnings of plant differential chemical responses to insect herbivore impact. NASA Surface Biology and Geology Community Workshop. 12–14 October. Washington DC.
Trowbridge, A.M, Dao, P.D., Hills, B.W, Friedman, M.S., Oliveira, C., Zierdan, M., Lindroth, R.L., Townsend, P.A. 2022. Using image spectroscopy to assess the genetic and environmental controls governing tree chemical defense responses to an irruptive herbivore. EGU General Assembly 2022, 23–27 May, Vienna, Austria.
Dao, P.D., Hills, B.W, Oliveira, C., Couture, J., Meireles, D., Zierdan, M., Friedman, M., Lindroth, R.L., Townsend, P.A. Genetically-driven chemical response in Populus tremuloides under defoliation pressure. Winter Workshop. ASCEND Biology Integration Institute, National Science Foundation, 13-14 January 2022. (virtual)
Dao, P.D., Townsend, P.A. Genetically-driven chemical response and defense in Trembling aspen under insect infestation. Fall Seminar. ASCEND Biology Integration Institute, National Science Foundation, 27 September 2021. (virtual)
Lu, B., Proctor, C., Dao, P.D., Axiotis, A., He, Y. 2021. Examining the performance of PROSAIL model in estimating vegetation properties for different ecosystems using hyperspectral images. Canadian Symposium on Remote Sensing, April 21–24, (virtual).
Dao, P.D., Mantripragada, K., He, Y., Qureshi, F.Z. 2020. Improving hyperspectral image segmentation by applying inverse noise weighting and outlier removal for optimal scale selection. American Association of Geographers Annual Meeting, April 6–10, Colorado, USA.
Dao, P.D.,Chan, H.-P, Mong, N.T. 2019. Landsat-MODIS image fusion and object-based image analysis on flood inundation mapping in Cambodia. AOGS 16th Annual Meeting, July 28 to August 2, Singapore.
Dao, P.D., He, Y. 2019. Full-spectrum Analysis of Drought Severity in Smooth Brome Grass using Machine Learning, Graduate Research Colloquium, University of Toronto Mississauga, May 2019.
Dao, P.D.,He, Y. 2019. Drought-induced plant pigment dynamics and light use efficiency of photosynthesis: the role of remote sensing in early stress detection. American Association of Geographers Annual Meeting, April 3-7, Washington DC, USA.
Dao, P.D.,He, Y. 2018. Observing drought-induced changes in light use efficiency and photosynthetic performance in grassland ecosystems: the use of hyperspectral remote sensing. American Geophysical Union Fall Meeting, December 10-14, Washington DC, USA.
Proctor, C., He, Y., Dao, P.D. 2018. Close range hyperspectral imaging of vegetation decomposition. Canadian Association of Geographers – Ontario Division’s Annual Meeting, October 19-20, Toronto, Ontario, Canada.
Dao, P.D.,He, Y. 2018. Hyperspectral remote sensing for ecosystem health monitoring and assessment: image spectral analysis and numerical modelling. Canadian Association of Geographers – Ontario Division’s Annual Meeting, October 19-20, Toronto, Ontario, Canada.
Dao, P.D., He, Y. 2018. Pigment dynamics and light use efficiency in grasses under drought stress using hyperspectral remote sensing and radiative transfer modeling, University of Toronto’s research greenhouse open house, September 28, 2018.
Dao, P.D.,Bonney, M., He, Y. 2018. Observing the changes in plant pigment and water contents under drought stress using hyperspectral remote sensing and model inversion. Canadian Symposium on Remote Sensing, June 19-21, Saskatoon, Saskatchewan, Canada.
Dao, P.D., He, Y., Lu, B. 2018. Detecting changes in grass physiological properties under drought stress using hyperspectral remote sensing. American Association of Geographers Annual Meeting, April 10-14, New Orleans, Louisiana, USA.
Lu, B., Dao, P.D., He, Y. 2018. UAV-acquired imagery to study the effects of environmental factors on vegetation growth at plant functional group level. American Association of Geographers Annual Meeting, April 10-14, New Orleans, Louisiana, USA.
Dao, P.D., He, Y., Lu, B. 2018. Maximizing the quantitative utilities of air-borne hyperspectral imagery for studying grassland physiological properties. UTM First Conference on Digital Humanities and Computational Sciences, March 6, University of Toronto Mississauga, Mississauga, Ontario, Canada.
Dao, P.D., He, Y. 2017. Leaf water content estimation in grassland using hyperspectral remote sensing. Earth Observation Summit 2017, June 20-22, Montreal, Quebec, Canada.
Dao, P.D., Liou, Y.-A., Chou, C.-W. 2015. Detection of flood inundation regions with Landsat/MODIS synthetic data. Proceeding of the International Symposium on Remote Sensing 2015, April 22-24, Tainan, Taiwan.
Dao, P.D., Liou, Y.-A. 2014. Flood mapping and losses assessment in agriculture in Cambodia, 2013 with object-oriented image analysis. Proceeding of the International Conference on Earth Observations and Societal Impacts 2014, June 22-24, Miaoli, Taiwan.
Bui, L.K., Dao, P.D. 2012. Research on the applications of Surpac 6.2 software to mine surveying and mapping in Nuiphao polymetallic tungsten open pit mine in Dai Tu – Thai Nguyen. Proceeding of the National Conference on Mining Science and Technology, Hanoi, Vietnam, pp 149-154.
Nguyen, L.V., Dao, P.D. 2011. Studying some methods for transferring from geocentric cartesian coordinate to geodetic coordinate. Proceeding of the Mining and Geology’s Symposium of Science for Student, Hanoi University of Mining and Geology, Hanoi, Vietnam, pp 105-111.
INVITED TALKS
Hyperspectral remote sensing: A tool to understand plant-disturbance interactions, NR319 Introduction to Geospatial Science course, Colorado State University, November 9, 2023.
Hyperspectral plant phenotyping in precision agriculture and natural systems, Department Seminar, Department of Agricultural Biology, Colorado State University, September 27, 2023.
Investigating drought impacts on plant functional traits using hyperspectral remote sensing, Carbon Club Research Seminar, NASA-Jet Propulsion Laboratory, California Institute of Technology, July 01, 2021.
Hyperspectral remote sensing for assessing drought impact on plant functional traits, Institute of Agricultural Sciences, ETH Zurich, January 29, 2021.
Hyperspectral remote sensing and radiative transfer modeling for assessing drought impact on plant physiology and biochemistry, School of Plant and Environmental Sciences, Virginia Tech, February 27, 2020.
GUEST LECTURES/TEACHING
Hyperspectral remote sensing: A tool to understand plant-disturbance interactions, AB110/270 Agricultural Biology Orientation for Transfers course, Colorado State University, October 9, 2023.
Machine learning species classification: An object-based approach. Summer 2022 Training, ASCEND Biology Integration Institute, National Science Foundation, 15-19 May 2022, University of Minnesota.
Automatic hyperspectral image registration in AROSICS. Summer 2022 Training, ASCEND Biology Integration Institute, National Science Foundation, 15-19 May 2022, University of Minnesota.
Applications of airborne high-spatial hyperspectral and thermal remote sensing on ecosystem health research, the Environmental Remote Sensing course, University of Toronto, Fall semester 2019.
Impacts of drought on plant physiology and biochemistry: the use of hyperspectral remote sensing in early stress detection, the GIS and Remote Sensing Integration course, University of Toronto, Winter semester 2019.