Graduate Student
Univ of Illinois - University of Illinois at Urbana-Champaign
PhD, Civil and Environmental Engineering, University of Illinois at Urbana-Champaign, In Progress
How do ecosystems act as networks under variable environmental conditions, and how can network properties predict threshold conditions?
2020
Debates—Does Information Theory Provide a New Paradigm for Earth Science? Causality, Interaction, and Feedback. Goodwell, A.E., Jiang, P., Ruddell, B.L., and Kumar, P. (2020): Water Resources Research
2019
A Changing Climatology of Precipitation Persistence across the United States Using Information-Based Measures. Goodwell, A.E. and Kumar, P. (2019): Journal of Hydrometeorology
2018
Dynamic process connectivity explains ecohydrologic responses to rainfall pulses and drought. Goodwell, A.E., Kumar, P., Fellows, A.W., and Flerchinger, G.N. (2018): PNAS 115 (37) E8604-E8613 Cross-CZO
2018
The Intensively Managed Landscape Critical Zone Observatory: A Scientific Testbed for Understanding Critical Zone Processes in Agroecosystems. Wilson, C.G., Abban, B., Keefer, L.L., Wacha, K., Dermisis, D., Giannopoulos, C., Zhou, S., Goodwell, A.E., Woo, D.K., Yan, Q., Ghadiri, M., Stumpf, A., Pitcel, M., Lin, Y-F, Marini, L., Storsved, B., Goff, K., Vogelgesang, J., Dere, A., Schilling, K.E., Muste, M., Blair, N.E., Rhoads, B., Bettis, A., Pai, H., Kratt, C., Sladek, C., Wing, M., Selker, J., Tyler, S., Lin, H., Kumar, P., and Papanicolaou, A.N. (2018): Vadose Zone Journal
2017
Temporal Information Partitioning Networks (TIPNets): A Process Network Approach to Infer Ecohydrologic Shifts. Goodwell, A.E. and Kumar, P. (2017): Water Resources Research
2017
Temporal Information Partitioning: Characterizing Synergy, Uniqueness, and Redundancy in Interacting Environmental Variables. Goodwell, A.E., and Kumar, P. (2017): Water Resources Research 53, 2017
2016
Characterizing Vegetation Canopy Structure Using Airborne Remote Sensing Data. Dutta, D., Wang, K., Lee, E., Goodwell, A., Woo, D.K., Wagner, D., and Kumar, P. (2016): IEEE Transactions on Geoscience and Remote Sensing
2015
On the Feasibility of Characterizing Soil Properties From AVIRIS Data. Dutta, D., Goodwell, A.E., Kumar, P., Garvey, J.E., Darmody, R.G., Berretta, D.P., and Greenberg, J.A. (2015): IEEE Transactions on Geoscience and Remote Sensing
2015
Information Theoretic Measures to Infer Feedback Dynamics in Coupled Logistic Networks. Goodwell, A., Kumar, P. (2015): Entropy 2015, 17, 7468-7492
Papers and books that explicitly acknowledge a CZO grant are highlighted in PALE ORANGE.
2016
Characterizing Vegetation Canopy Structure Using Airborne Remote Sensing Data. Dutta, D., Wang, K., Lee, E., Goodwell, A., Woo, D.K., Wagner, D., and Kumar, P. (2016): IEEE Transactions on Geoscience and Remote Sensing