Articles | Volume 8, issue 2
https://doi.org/10.5194/gc-8-167-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/gc-8-167-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
GC Insights: Consistency in pyrocartography starts with color
Benjamin J. Hatchett
CORRESPONDING AUTHOR
Cooperative Institute for Research in the Atmosphere, Colorado State University, Fort Collins, Colorado, USA
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Benjamin J. Hatchett, Alan M. Rhoades, and Daniel J. McEvoy
Nat. Hazards Earth Syst. Sci., 22, 869–890, https://doi.org/10.5194/nhess-22-869-2022, https://doi.org/10.5194/nhess-22-869-2022, 2022
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Snow droughts, or below-average snowpack, can result from either dry conditions and/or rainfall instead of snowfall. Monitoring snow drought through time and across space is important to evaluate when snow drought onset occurred, its duration, spatial extent, and severity as well as what conditions created it or led to its termination. We present visualization techniques, including a web-based snow-drought-tracking tool, to evaluate snow droughts and assess their impacts in the western US.
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This paper presents an analysis of public responses to U.S. National Weather Service heat-related Facebook posts for the Phoenix (Arizona) County Warning Area to identify community norms that may present challenges to the effectiveness of heat risk communication. Findings suggest that local audiences tend to view heat as normal and the ability to withstand heat as a marker of community identity. Recommendations are provided for harnessing those norms to promote positive behavioral change.
Elissa Lynn, Aaron Cuthbertson, Minxue He, Jordi P. Vasquez, Michael L. Anderson, Peter Coombe, John T. Abatzoglou, and Benjamin J. Hatchett
Hydrol. Earth Syst. Sci., 24, 5317–5328, https://doi.org/10.5194/hess-24-5317-2020, https://doi.org/10.5194/hess-24-5317-2020, 2020
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Precipitation partitioning across western US landscapes (1948–present) is estimated by combining gridded precipitation data with freezing level and precipitation data from an atmospheric reanalysis. Spatial patterns and trends in the precipitation phase over elevational and latitudinal gradients are examined. The largest increases in precipitation falling as rain occur during spring. This technique can be used as a diagnostic indicator to inform adaptive water management strategy development.
Benjamin J. Hatchett and Hilary G. Eisen
The Cryosphere, 13, 21–28, https://doi.org/10.5194/tc-13-21-2019, https://doi.org/10.5194/tc-13-21-2019, 2019
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We examine the timing of early season snowpack relevant to oversnow vehicle (OSV) recreation over the past 3 decades in the Lake Tahoe region (USA). Data from two independent data sources suggest that the timing of achieving sufficient snowpack has shifted later by 2 weeks. Increasing rainfall and more dry days play a role in the later onset. Adaptation strategies are provided for winter travel management planning to address negative impacts of loss of early season snowpack for OSV usage.
Benjamin J. Hatchett, Craig M. Smith, Nicholas J. Nauslar, and Michael L. Kaplan
Nat. Hazards Earth Syst. Sci., 18, 419–427, https://doi.org/10.5194/nhess-18-419-2018, https://doi.org/10.5194/nhess-18-419-2018, 2018
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Severe wind events in southern California create extreme fire hazards. Sundowner winds are local downslope winds in the Santa Ynez Mountains near Santa Barbara that often coincide with damaging fires. Here we produce a climatology of Sundowner winds and compare their seasonal occurrence and large-scale atmospheric patterns to the well-studied Santa Ana wind regime. We find that Sundowner winds are distinctly different from Santa Ana winds in terms of peak seasonality and synoptic structure.
Benjamin J. Hatchett, Alan M. Rhoades, and Daniel J. McEvoy
Nat. Hazards Earth Syst. Sci., 22, 869–890, https://doi.org/10.5194/nhess-22-869-2022, https://doi.org/10.5194/nhess-22-869-2022, 2022
Short summary
Short summary
Snow droughts, or below-average snowpack, can result from either dry conditions and/or rainfall instead of snowfall. Monitoring snow drought through time and across space is important to evaluate when snow drought onset occurred, its duration, spatial extent, and severity as well as what conditions created it or led to its termination. We present visualization techniques, including a web-based snow-drought-tracking tool, to evaluate snow droughts and assess their impacts in the western US.
Kathryn Lambrecht, Benjamin J. Hatchett, Kristin VanderMolen, and Bianca Feldkircher
Geosci. Commun., 4, 517–525, https://doi.org/10.5194/gc-4-517-2021, https://doi.org/10.5194/gc-4-517-2021, 2021
Short summary
Short summary
This paper presents an analysis of public responses to U.S. National Weather Service heat-related Facebook posts for the Phoenix (Arizona) County Warning Area to identify community norms that may present challenges to the effectiveness of heat risk communication. Findings suggest that local audiences tend to view heat as normal and the ability to withstand heat as a marker of community identity. Recommendations are provided for harnessing those norms to promote positive behavioral change.
Elissa Lynn, Aaron Cuthbertson, Minxue He, Jordi P. Vasquez, Michael L. Anderson, Peter Coombe, John T. Abatzoglou, and Benjamin J. Hatchett
Hydrol. Earth Syst. Sci., 24, 5317–5328, https://doi.org/10.5194/hess-24-5317-2020, https://doi.org/10.5194/hess-24-5317-2020, 2020
Short summary
Short summary
Precipitation partitioning across western US landscapes (1948–present) is estimated by combining gridded precipitation data with freezing level and precipitation data from an atmospheric reanalysis. Spatial patterns and trends in the precipitation phase over elevational and latitudinal gradients are examined. The largest increases in precipitation falling as rain occur during spring. This technique can be used as a diagnostic indicator to inform adaptive water management strategy development.
Benjamin J. Hatchett and Hilary G. Eisen
The Cryosphere, 13, 21–28, https://doi.org/10.5194/tc-13-21-2019, https://doi.org/10.5194/tc-13-21-2019, 2019
Short summary
Short summary
We examine the timing of early season snowpack relevant to oversnow vehicle (OSV) recreation over the past 3 decades in the Lake Tahoe region (USA). Data from two independent data sources suggest that the timing of achieving sufficient snowpack has shifted later by 2 weeks. Increasing rainfall and more dry days play a role in the later onset. Adaptation strategies are provided for winter travel management planning to address negative impacts of loss of early season snowpack for OSV usage.
Benjamin J. Hatchett, Craig M. Smith, Nicholas J. Nauslar, and Michael L. Kaplan
Nat. Hazards Earth Syst. Sci., 18, 419–427, https://doi.org/10.5194/nhess-18-419-2018, https://doi.org/10.5194/nhess-18-419-2018, 2018
Short summary
Short summary
Severe wind events in southern California create extreme fire hazards. Sundowner winds are local downslope winds in the Santa Ynez Mountains near Santa Barbara that often coincide with damaging fires. Here we produce a climatology of Sundowner winds and compare their seasonal occurrence and large-scale atmospheric patterns to the well-studied Santa Ana wind regime. We find that Sundowner winds are distinctly different from Santa Ana winds in terms of peak seasonality and synoptic structure.
Cited articles
Berman, M. T., Ye, X., Thapa, L. H., Peterson, D. A., Hyer, E. J., Soja, A. J., Gargulinski, E. M., Csiszar, I., Schmidt, C. C., and Saide, P. E.: Quantifying burned area of wildfires in the western United States from polar-orbiting and geostationary satellite active-fire detections, Int. J. Wildland Fire, 32, 665–678, https://doi.org/10.1071/WF22022, 2023. a
Brewer, C. A., Hatchard, G. W., and Harrower, M. A.: ColorBrewer in print: a catalog of color schemes for maps, Cartogr. Geogr. Inf. Sc., 30, 5–32, 2003. a
Buckley, A.: Methods for Mapping Temporal Data, in: Esri User Conference Technical Workshops, San Diego, California, 10–14 July 2017, https://proceedings.esri.com/library/userconf/proc17/tech-workshops/tw_396-490.pdf (last access: 2 November 2024), 2017. a
Bunch, R. L. and Lloyd, R. E.: The cognitive load of geographic information, Prof. Geogr., 58, 209–220, https://doi.org/10.1111/j.1467-9272.2006.00527.x, 2006. a
Chen, Y., Hantson, S., Andela, N., Coffield, S. R., Graff, C. A., Morton, D. C., Ott, L. E., Foufoula-Georgiou, E., Smyth, P., Goulden, M. L., and Randerson, J. T.: California wildfire spread derived using VIIRS satellite observations and an object-based tracking system, Sci. Data, 9, 249, https://doi.org/10.1038/s41597-022-01343-0, 2022. a, b, c
Crameri, F.: Scientific colour maps, Zenodo, https://doi.org/10.5281/ZENODO.5501399, 2021. a
Crameri, F., Shephard, G. E., and Heron, P. J.: The misuse of colour in science communication, Nat. Commun., 11, 5444, https://doi.org/10.1038/s41467-020-19160-7, 2020. a, b
Crameri, F., Shephard, G. E., and Heron, P. J.: Choosing Suitable Color Palettes for Accessible and Accurate Science Figures, Current Protocols, 4, e1126, https://doi.org/10.1002/cpz1.1126, 2024. a, b
Hatchett, B.: Airborne Infrared Perimeters of the Rim Fire (2013) and Dixie Fire (2021) (Version 1), Zenodo [data set], https://doi.org/10.5281/zenodo.15492982, 2025. a
Heggli, A., Hatchett, B., Tolby, Z., Lambrecht, K., Collins, M., Olman, L., and Jeglum, M.: Visual communication of probabilistic information to enhance decision support, B. Am. Meteorol. Soc., 104, E1533–E1551, https://doi.org/10.1175/BAMS-D-22-0220.1, 2023. a, b
Kochanski, A. K., Clough, K., Farguell, A., Mallia, D. V., Mandel, J., and Hilburn, K.: Analysis of methods for assimilating fire perimeters into a coupled fire-atmosphere model, Frontiers in Forests and Global Change, 6, 1203578, https://doi.org/10.3389/ffgc.2023.1203578, 2023. a, b
LaVor, M. L. and Duncan, J. C.: Rehabilitation Act of 1973, P.L. 93–112, Law Rev., 40, 443–449, https://doi.org/10.1177/001440297404000604, 1974. a
Liu, T., Randerson, J. T., Chen, Y., Morton, D. C., Wiggins, E. B., Smyth, P., Foufoula-Georgiou, E., Nadler, R., and Nevo, O.: Systematically tracking the hourly progression of large wildfires using GOES satellite observations, Earth Syst. Sci. Data, 16, 1395–1424, https://doi.org/10.5194/essd-16-1395-2024, 2024. a, b, c
Morrison, R., Kuligowski, E., Dootson, P., Griffin, A. L., Perry, P., Pupedis, G., Begg, C., and Gardner, A.: Understanding the challenges in bushfire map use and effective decision-making amongst the Australian public, Int. J. Wildland Fire, 33, WF24071, https://doi.org/10.1071/WF24071, 2024. a
Noble, P. and Paveglio, T. B.: Exploring Adoption of the Wildland Fire Decision Support System: End User Perspectives, J. Forest., 118, 154–171, https://doi.org/10.1093/jofore/fvz070, 2020. a
Sayedi, S. S., Abbott, B. W., Vannière, B., Leys, B., Colombaroli, D., Romera, G. G., Słowiński, M., Aleman, J. C., Blarquez, O., Feurdean, A., Brown, K., Aakala, T., Alenius, T., Allen, K., Andric, M., Bergeron, Y., Biagioni, S., Bradshaw, R., Bremond, L., Brisset, E., Brooks, J., Brugger, S. O., Brussel, T., Cadd, H., Cagliero, E., Carcaillet, C., Carter, V., Catry, F. X., Champreux, A., Chaste, E., Chavardès, R. D., Chipman, M., Conedera, M., Connor, S., Constantine, M., Courtney Mustaphi, C., Dabengwa, A. N., Daniels, W., De Boer, E., Dietze, E., Estrany, J., Fernandes, P., Finsinger, W., Flantua, S. G. A., Fox-Hughes, P., Gaboriau, D., M. M.Gayo, E., Girardin, M. P., Glenn, J., Glückler, R., González-Arango, C., Groves, M., Hamilton, D. S., Hamilton, R. J., Hantson, S., Hapsari, K. A., Hardiman, M., Hawthorne, D., Hoffman, K., Inoue, J., Karp, A. T., Krebs, P., Kulkarni, C., Kuosmanen, N., Lacourse, T., Ledru, M.-P., Lestienne, M., Long, C., López-Sáez, J. A., Loughlin, N., Niklasson, M., Madrigal, J., Maezumi, S. Y., Marcisz, K., Mariani, M., McWethy, D., Meyer, G., Molinari, C., Montoya, E., Mooney, S., Morales-Molino, C., Morris, J., Moss, P., Oliveras, I., Pereira, J. M., Pezzatti, G. B., Pickarski, N., Pini, R., Rehn, E., Remy, C. C., Revelles, J., Rius, D., Robin, V., Ruan, Y., Rudaya, N., Russell-Smith, J., Seppä, H., Shumilovskikh, L., Sommers, W. T., Tavşanoğlu, Ç., Umbanhowar, C., Urquiaga, E., Urrego, D., Vachula, R. S., Wallenius, T., You, C., and Daniau, A.-L.: Assessing changes in global fire regimes, Fire Ecol., 20, 1–22, https://doi.org/10.1186/s42408-023-00237-9, 2024. a
Stoelzle, M. and Stein, L.: Rainbow color map distorts and misleads research in hydrology – guidance for better visualizations and science communication, Hydrol. Earth Syst. Sci., 25, 4549–4565, https://doi.org/10.5194/hess-25-4549-2021, 2021. a
Ware, C., Stone, M., and Szafir, D. A.: Rainbow colormaps are not all bad, IEEE Comput. Graph., 43, 88–93, https://doi.org/10.1109/MCG.2023.3246111, 2023. a
Westaway, R. M.: GC Insights: Rainbow colour maps remain widely used in the geosciences, Geosci. Commun., 5, 83–86, https://doi.org/10.5194/gc-5-83-2022, 2022. a
Williams, C. A. and Eosco, G. M.: Is a consistent message achievable?: Defining “message consistency” for weather enterprise researchers and practitioners, B. Am. Meteorol. Soc., 102, E279–E295, https://doi.org/10.1175/BAMS-D-18-0250.1, 2021. a
Executive editor
This work highlights the importance of visualization in hazard mapping and decision making. It provides a set of examples and concrete recommendations for creating intuitive and accessible fire progression maps, supporting wildland fire operations, research and public information.
This work highlights the importance of visualization in hazard mapping and decision making. It...
Short summary
Fire progression maps (FPMs) provide information regarding wildland fire spread (progress) through time to broad audiences. However, information regarding the best use of color to denote fire progression via maps is limited. This can potentially limit a map's ability to effectively communicate information by creating inconsistent messaging and accessibility challenges. Here, I provide color map recommendations to open a discussion towards consistent and accessible fire progression mapping.
Fire progression maps (FPMs) provide information regarding wildland fire spread (progress)...
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