Curriculum Vitae

Fri, 03 Jul 2020 00:00:00 +0000

Jemma Stachelek

Education

2016 – 2020, Ph.D., Michigan State University
2009 – 2012, M.S., University of Texas
2004 – 2008, B.S., University of Maine

Publications

Peer-Reviewed

Stachelek J., Vachel A. Kraklow, E. Christi Thompson, L. Turin Dickman, Emily Casleton, Sanna Sevanto, Ann Junghans. 2025. Eddy covariance towers as sentinels of abnormal radioactive material releases. Environmental Science and Pollution Research. Link to article Download link
Kraklow, V.A., E.C. Thompson, J. Stachelek, E. Casleton, S. Sevanto, L.T. Dickman, A. Junghans. 2025. Using eddy covariance data to detect nuclear reactor operational status. Journal of Environmental Management. Link to article
Wander, H.L., Farruggia, M.J., La Fuente, S., Korver, M.C., Chapina, R.J., Robinson, J., Bah, A., Munthali, E., Ghosh, R., Stachelek, J., Khandelwal, A., Hanson, P.C., Weathers, K.C. 2024. Using knowledge-guided machine learning to assess patterns of areal change in waterbodies across the contiguous U.S. Environmental Science and Technology. Link to article
Weng, W., Coburn, K.M., Kemanian, A.R., Boyle, K.J., Yuning, S., Stachelek, J., White, C. 2023. Quantifying Co-Benefits of Water Quality Policies: An Integrated Assessment Model of Land and Nitrogen Management. American Journal of Agricultural Economics. Link to article
Bennett, K., Schwenk, J., Bachand, C., Gasarch, E., Stachelek, J., Bolton W.R., Rowland, J.C., 2023. Recent streamflow trends across permafrost basins of North America. Frontiers in Water. Link to article
Stachelek, J., 2023. Quantifying uncertainty in Pareto estimates of global lake area. Limnology and Oceanography: Methods. Link to article
Stachelek, J., Avendaño, S., Schwenk, J. 2022. Geographically aware estimates of remotely sensed water properties for Chesapeake Bay. Journal of Applied Remote Sensing. Link to article Download link
Swedberg, K., Boyle, K.J., Stachelek, J., Ward, N.K., Weng W., Cobourn, K.M. 2022. Examining Implicit Price Variation for Lake Water Quality. Water Economics and Policy. Link to article
Schwenk, J., Zussman, T., Stachelek, J., Rowland, J.C., 2022. rabpro: global watershed boundaries, river elevation profiles, and catchment statistics. Journal of Open Source Software. Link to article
Ladwig, R., Appling, A., Delany, A., Dugan, H., Gao, Q., Lottig, N., Stachelek, J., Hanson, P., 2022. Long-term Change in Metabolism Phenology in North Temperate Lakes. Limnology and Oceanography. Link to article
Stachelek, J., Hanly, P.J., Soranno, P.A., 2022. Imperfect slope measurements drive overestimation in geometric cone model of lake and reservoir depth. Inland Waters. Link to article Download link
Hanson, P., Stillman, A.B., Jia, X., Karpatne, A., Dugan, H.A., Carey, C.C., Stachelek, J., Ward, N.K, Zhang, Y., Read, J.S., Kumar, V., 2020. Predicting lake surface water phosphorus dynamics using process-guided machine learning. Ecological Modelling. Link to article
Stachelek, J., Weng, W., Carey, C.C., Kemanian, A.R., Cobourn, K.M., Wagner, T., Weathers, K.C., Soranno, P.A., 2020. Granular measures of agricultural land-use influence lake nitrogen and phosphorus differently at macroscales. Ecological Applications. Link to article
Servais, S., Kominoski, J.S., Coronado-Molina, C., Bauman, L., Davis, S.E., Gaiser, E.E., Kelly, S., Madden, C., Mazzei, V., Rudnik, D., Santamaria, F., Sklar, F.H., Stachelek, J., Troxler, T.G., Wilson, B.J., 2020. Effects of saltwater pulses on soil microbial enzymes and organic matter breakdown in freshwater and brackish coastal wetlands. Estuaries and Coasts. Link to article
Soranno, P.A., Cheruvelil, K.S., Liu, B., Wang, Q., Tan, P.N., Zhou, J., King, K.B.S., McCullough, I.M., Stachelek, J., Bartley, M., Filstrup, C.T., Hanks, E.M., Lapierre, J.F., Lottig, N.R., Schliep, E.M., Wagner, T., Webster, K.E., 2020. Ecological prediction at macroscales using big data: Does sampling design matter? Ecological Applications. Link to article
Wagner, T., <7 authors>, Stachelek, J., Cheruvelil, K.S., Filstrup, C.T., Lapierre, J.F., Liu, B., Soranno, P.A., Tan, P.N., Wang, Q., Webster, K., Zhou, J. 2019. Increasing accuracy of lake nutrient predictions in thousands of lakes by leveraging water clarity data. Limnology and Oceanography: Letters. Link to article
McCullough, I., King K., Stachelek, J., Diaz, J., Sorrano, P.A., Cheruvelil K.S. 2019. Applying the patch-matrix model to lakes: a connectivity-based conservation framework. Landscape Ecology. Link to article
Qian, S.S., Stow, C.A., Nojavan, F., Stachelek, J., Cha, Y., Alameddine, I., Soranno, P.A. 2019. The Implications of Simpson's Paradox for Cross-Scale Inference Among Lakes. Water Research. Link to article
McCullough, I., Cheruvelil, K.S, Lapierre, J.F., Lottig, N., Moritz, M., Stachelek, J., Soranno, P.A. 2019. Do lakes feel the burn? Ecological consequences of increasing exposure of lakes to fire in the continental United States. Global Change Biology. Link to article
Collins, S.M., Yuan, S., Tan, P.N., Oliver, S.K., Lapierre, J.F., Cheruvelil, K.S., Fergus, C.E., Skaff, N.K., Stachelek, J., Wagner, T., Soranno, P.A. 2019. Winter Precipitation and Summer Temperature Predict Lake Water Quality at Macroscales. Water Resources Research. Link to article
Stachelek, J., Soranno, P.A. 2019. Does freshwater connectivity influence phosphorus retention in lakes? Limnology and Oceanography. Link to article
Ward, N.K., Fitchett, L., Hart, J.A., Shu, L., Stachelek, J., <10 authors>, Weathers, K.C. 2018. Integrating fast and slow processes is essential for simulating human-freshwater interactions. Ambio. Link to article
Wilson, B.J., Servais, S., <10 authors>, Stachelek J., Troxler, T. 2018. Salinity pulses interact with seasonal dry‐down to increase ecosystem carbon loss in marshes of the Florida Everglades. Ecological Applications. Link to article
Mazzei, V., Gaiser, E., Kominoski, J., <7 authors> , Stachelek J., Troxler, T. 2018. Functional and compositional responses of periphyton mats to simulated saltwater intrusion in the southern Everglades. Estuaries and Coasts. Link to article
Stachelek J., Kelly, S.P, Sklar, F., Coronado, C.M., Troxler, T., Bauman, L. 2018. In-situ simulation of sea-level rise impacts on coastal wetlands using a flow-through mesocosm approach. Methods in Ecology and Evolution. Link to article
Cobourn, K.M., <15 alphabetical authors>, Stachelek J., <4 alphabetical authors>. 2018. From concept to practice to policy: modeling coupled natural and human systems in lake catchments. Ecosphere. Link to article
Stachelek J., Ford, C., Kincaid, D., King, K., Miller, H, and Nagelkirk, R. 2018. The National Eutrophication Survey: lake characteristics and historical nutrient concentrations. Earth Syst. Sci. Data. Link to article
Rougier NP, Hinsen K, <34 alphabetical authors>, Stachelek J. <8 alphabetical authors>. 2017. Sustainable computational science: the ReScience initiative. PeerJ Computer Science. 3:e142 Link to article
Soranno P.A., <62 alphabetical authors>, Stachelek J., <15 alphabetical authors>. 2017. LAGOS-NE: A multi-scaled geospatial and temporal database of lake ecological context and water quality for thousands of U.S. lakes. Gigascience. Link to article
Hollister J and Stachelek J. 2017. lakemorpho: Calculating lake morphometry metrics in R [version 1; referees: 2 approved]. F1000Research. Link to article
Stachelek J. 2016. [Re] Least-cost modelling on irregular landscape graphs. ReScience. 2(1): 1-4. Link to article
Stachelek J. and Madden C.J. 2015. Application of Inverse Path Distance Weighting for high density spatial mapping of coastal water quality patterns. International Journal of Geographical Information Science. Link to article
Stachelek J. and Dunton K.H. 2013. Freshwater inflow requirements for the Nueces Delta, Texas: Spartina alterniflora as an indicator of ecosystem condition. Texas Water Journal. 4(2), 62-73. Link to article

Pre-prints and whitepapers (not peer-reviewed)

Stachelek J., Abolt, C.J., Schwenk, J. 2024. Enabling high resolution hydrologic routing with machine learning assisted waterbody classification. ESS Open Archive. Link to article
Stachelek J., Regier, P., Schwenk, J., Ward, N. 2023. Uncertainty in global time-resolved methane emissions from aquatic waterbodies. AI4CH4. Link to article
Stachelek J., Madden, C.J., Kelly, S.P, Blaha, M. 2022. Improved estimation of phytoplankton abundance and fine-scale water quality features via simultaneous discrete and semi-continuous surveys. EarthArxiv. Link to article

Datasets

Schwenk, J. Stachelek, J., Avendaño, S. Salinity, temperature, and turbidity from 2000-2021 in the Chesapeake Bay. https://doi.org/10.6084/m9.figshare.21578898.v1
Stachelek, J., L.K. Rodriguez, et al. 2021. LAGOS-US DEPTH v1.0: Data module of observed maximum and mean lake depths for a subset of lakes in the conterminous U.S. ver 1. Environmental Data Initiative 10.6073/pasta/64ddc4d04661d9aef4bd702dc5d8984f
Stachelek, J. 2021. Bathymetry Data for 5,000 Lakes. 10.6084/M9.FIGSHARE.12722246
Stachelek J. 2019. Freshwater connectivity and stream morphology metrics for Northeast and Midwestern US lakes. https://doi.org/10.5281/zenodo.2554212
Stachelek J, Ford C, Kincaid D, King K, Miller H, Nagelkirk R. 2017. The National Eutrophication Survey: lake characteristics and historical nutrient concentrations. KNB Data Repository. http://dx.doi.org/10.5063/F10G3H3Z
Madden C, Stachelek J, Kelly S, Blaha M. 2017. Florida Bay water quality estimated by underway flow-through measurement. KNB Data Repository. http://dx.doi.org/10.5063/F11R6NGR

Software Experience

Software package development (https://github.com/jsta)

See Products page

Author

rabpro: Package to delineate watershed basins and compute attribute statistics using Google Earth Engine https://github.com/VeinsOfTheEarth/rabpro
nhdR: Tools for working with the National Hydrography Dataset https://github.com/jsta/nhdR
LAGOSNE: Interface to the Lake Multi-Scaled Geospatial and Temporal Database https://github.com/cont-limno/LAGOSNE
ipdw: Interpolation by Inverse Path Distance Weighting https://github.com/jsta/ipdw

Contributor

RivGraph: Tools for topological analysis of fluvial networks from binary masks. https://github.com/VeinsOfTheEarth/RivGraph
rnoaa: ‘NOAA’ Weather Data from R. https://github.com/ropensci/rnoaa
lakemorpho: Lake Morphometry Metrics in R. https://github.com/USEPA/lakemorpho

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About

Mon, 01 Jan 0001 00:00:00 +0000

Jemma Stachelek (Stack - ah - leck)

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