Remotely Sensed Big Data and Iterative Approaches to Cultural Feature Detection and Past Landscape Process Analysis

References

• Albert, D. A., and L. Minc. 1987. “The Natural Ecology and Cultural History of the Colonial Point Red Oak Stands.” Technical report No. 14. Douglas Lake, Michigan. 80 p. (on file at UMBS).
   Google Scholar
• Algeo, T. P., D. Slate, R. M. Caron, T. Atwood, S. Recuenco, M. Ducey, R. B. Chipman, and M. Palace. 2017. “Modeling Raccoon (Procyon lotor) Habitat Connectivity to Identify Potential Corridors for Rabies Spread.” Tropical Medicine and Infectious Disease 2 (3): 44.
   PubMedGoogle Scholar
• Amaral, K. E., M. Palace, K. O’Brien, L. Fenderson, and A. I. Kovach. 2016. “Anthropogenic Habitats Facilitate Dispersal of an Early Successional Obligate: Implications for Restoration of an Endangered Ecosystem.” PLoS ONE 11 (3): e0148842. https://doi.org/10.1371/journal.pone.0148842.
   PubMed Web of Science ®Google Scholar
• Basso, K. 1996. Wisdom Sits in Places: Landscape and Language among the Western Apache. Albuquerque, NM: University of New Mexico Press.
   Google Scholar
• Barrier, C. 2010. “Storage and Relative Surplus at the Mississippian Site of Moundville.” Journal of Anthropological Archaeology 30: 206–219.
   Web of Science ®Google Scholar
• Bevan, A. 2015. “The Data Deluge.” Antiquity 89 (348): 1473–1484. doi:10.15184/aqy.2015.102.
   Web of Science ®Google Scholar
• Binford, L. R. 1980. “Willow Smoke and Dogs’ Tails: Hunter-Gatherer Settlement Systems and Archaeological Site Formation.” American Antiquity 45 (1): 4–20.
   Web of Science ®Google Scholar
• Brouwer Burg, M. 2013. “Reconstructing “Total” Paleo-Landscapes for Archaeological Investigation: An Example from the Central Netherlands.” Journal of Archaeological Science 40: 2308–2320.
   Web of Science ®Google Scholar
• Brown, C. E. 1917. “Antiquities of Green Lake.” Wisconsin Archeologist 16 (1): 1–55.
   Google Scholar
• Brubaker, K. M., W. L. Myers, P. J. Drohan, D. A. Miller, and E. W. Boyer. 2013. “The Use of LiDAR Terrain Data in Characterizing Surface Roughness and Microtopography.” Applied Environmental Soil Science Vol. 2013, Article ID 891534. http://doi.org/10.1155/2013/891534.
   PubMedGoogle Scholar
• Canuto, M. A., F. Estrada-Belli, T. G. Garrison, S. D. Houston, M. Jane Acuña, M. Kovác, D. Marken, et al. 2018. “Ancient Lowland Maya Complexity as Revealed by Airborne Laser Scanning of Northern Guatemala.” Science 361: 6409. DOI: 10.1126/science.aau0137.
   Web of Science ®Google Scholar
• Casana, J., and E. J. Laugier. 2017. “Satellite Imagery-Based Monitoring of Archaeological Site Damage in the Syrian Civil War.” PLoS ONE 12 (11): e0188589. https://doi.org/10.1371/journal.pone.0188589.
   PubMed Web of Science ®Google Scholar
• Chambers, J. Q., G. P. Asner, D. C. Morton, L. O. Anderson, S. S. Saatchi, F. D. B. Espírito-Santo, M. Palace, and C. Souza Jr. 2007. “Regional Ecosystem Structure and Function: Ecological Insights from Remote Sensing of Tropical Forests.” Trends in Ecology & Evolution 22 (8): 414–423. https://doi.org/10.1016/j.tree.2007.05.001.
   PubMed Web of Science ®Google Scholar
• Chase, A. F., D. Z. Chase, C. T. Fisher, S. J. Leisz, and J. F. Weishampel. 2012. “Geospatial Revolution and Remote Sensing LiDAR in Mesoamerican Archaeology.” Proc Natl Acad Sci U S A 109 (32): 12916–12921. DOI: 10.1073/pnas.1205198109.
   PubMed Web of Science ®Google Scholar
• Connolly, J., and M. Lake. 2006. Geographical Information Systems in Archaeology. Cambridge: Cambridge University Press.
   Google Scholar
• Cooper, A., and C. Green. 2016. “Embracing the Complexities of ‘big Data’ in Archaeology: The Case of the English Landscape and Identities Project.” Journal of Archaeological Method and Theory 23 (1): 271–304.
   Web of Science ®Google Scholar
• Cowgill, G. L. 1989. “The Concept of Diversity in Archaeological Theory.” In Quantifying Diversity in Archaeology, edited by R. D. Leonard and G. T. Jones, 131–141. Cambridge: Cambridge University Press.
   Google Scholar
• Crooks, K., and M. Sanjayan, eds. 2006. Connectivity Conservation. Cambridge: Cambridge University Press.
   Google Scholar
• Cunningham, P. 2011. “Caching Your Savings: The Use of Small-Scale Storage in European Prehistory.” Journal of Anthropological Archaeology 30 (2): 135–144. DOI: 10.1016/j.jaa.2010.12.005.
   Web of Science ®Google Scholar
• DeBoer, W. R. 1988. “Subterranean Storage and the Organization of Surplus: The View from Eastern North America.” Southeastern Archaeology 7 (1): 1–20.
   Google Scholar
• Densmore, F. 1929. Chippewa Customs. Smithsonian Institution Bureau of American Ethnology Bulletin 86. Washington, D.C.: Government Printing Office.
   Google Scholar
• Dunham, S. B. 2000. “Cache Pits: Ethnohistory, Archaeology, and the Continuity of Tradition.” In Interpretations of Native North American Life: Material Contributions to Ethnohistory, edited by M. S. Nassaney and E. S. Johnson, 225–260. Gainesville, FL: University of Florida Press.
   Google Scholar
• Dunham, S. B. 2009. “Nuts about Acorns: A Pilot Study on Acorn Use in Woodland Period Subsistence in the Eastern Upper Peninsula of Michigan.” The Wisconsin Archaeologist 90 (1&2): 113–130.
   Google Scholar
• Dustin, F. 1966. “Prehistoric Storage Pits in Saginaw County, Michigan.” Michigan Archaeologist 14 (1/2): 48–52.
   Google Scholar
• Estes, L. D., G. S. Okin, A. G. Mwangi, and H. H. Shugart. 2008. “Habitat Selection by a Rare Forest Antelope: A Multi-Scale Approach Combining Field Data and Imagery From Three Sensors.” Remote Sensing of Environment 112 (15): 2033–2050. https://doi.org/10.1016/j.rse.2008.01.004.
   Web of Science ®Google Scholar
• Evans, D. H., R. J. Fletcher, C. Pottier, J.-B. Chevance, D. Soutif, B. Suy Tan, S. Im, et al. 2013. “Uncovering Archaeological Landscapes at Angkor using Lidar.” Proc Natl Acad Sci U S A 110 (31): 12595–12600. https://doi.org/10.1073/pnas.1306539110.
   PubMed Web of Science ®Google Scholar
• Frolking, S., M. Palace, D. Clark, J. Chambers, H. Shugart, and G. C. Hurtt. 2009. “Forest Disturbance and Recovery—A General Review in the Context of Space-Borne Remote Sensing of Impacts on Aboveground Biomass and Canopy Structure.” Journal of Geophysical Research 114 (G2): G00E02. DOI: 10.1029/2008JG000911.
   Web of Science ®Google Scholar
• Gillings, M. 2015. “Mapping Invisibility: GIS Approaches to the Analysis of Hiding and Seclusion.” Journal of Archaeological Science 62: 1–14. https://doi.org/10.1016/j.jas.2015.06.015.
   Web of Science ®Google Scholar
• Greenman, E. 1926. “Michigan Mounds, with Special Reference to Two in Missaukee County.” In  Papers of the Michigan Academy of Science, Arts, and Letters Vol. 7, 1–9. Ann Arbor: Museum of Anthropology, University of Michigan.
   Google Scholar
• Hacigüzeller, P. 2012. “GIS, Critique, Representation and Beyond.” Journal of Social Archaeology 12 (2): 245–263. https://doi.org/10.1177/1469605312439139.
   Web of Science ®Google Scholar
• Halstead, P., and J. O'Shea. 1989. “Introduction: Cultural Responses to Risk and Uncertainty.” In Bad Year Economics: Cultural Responses to Risk and Uncertainty, edited by P. Halstead and J. O'Shea, 1–8. Cambridge: Cambridge University Press.
   Google Scholar
• Hambacher, M. J., and M. B. Holman (with contributions from Katie C. Egan and Beverly A. Smith). 1995. “Camp, Cache and Carry: The Porter Creek South Site (20MN100) and Cache Pits at 20MN31 in the Manistee National Forest.” Michigan Archaeologist 41: 47–94.
   Google Scholar
• Franklin, K., and E. Hammer. 2018. “Untangling Palimpsest Landscapes in Conflict Zones: A “Remote Survey” in Spin Boldak, Southeast Afghanistan.” Journal of Field Archaeology 43: 58–73.
   Web of Science ®Google Scholar
• Hendon, J. A. 2000. “Having and Holding: Storage, Memory, Knowledge, and Social Relations.” American Anthropologist 102 (1): 42–53.
   Web of Science ®Google Scholar
• Holman, M. B., and F. J. Krist. 2001. “Late Woodland Storage and Mobility in Western Lower Michigan.” Wisconsin Archeologist: Papers in Honor of Carol I Mason 2: 7–32.
   Google Scholar
• Holman, M. B., and W. A. Lovis. 2008. “The Social and Environmental Constraints on Mobility in the Late Prehistoric Upper Great Lakes Region.” In The Archaeology of Mobility: Old and New World Nomadism, edited by H. Barnard and W. Wendrich, 280–306. Cotsen Advanced Seminars 4. Los Angeles: Cotsen Institute of Archaeology, University of California.
   Google Scholar
• Howey, M. C. L. 2015. “Geospatial Landscape Permeability Modeling for Archaeology: A Case Study of Food Storage in Northern Michigan.” Journal of Archaeological Science 64: 88–99.
   Web of Science ®Google Scholar
• Howey, M. C. L., and M. Brouwer Burg. 2017. “Assessing the State of Archaeological GIS Research: Unbinding Analyses of Past Landscapes.” Journal of Archaeological Science—Special Issue: Archaeological GIS Today: Persistent Challenges, Pushing Old Boundaries, and Exploring New Horizons 84: 1–9.
   Google Scholar
• Howey, M. C. L., and K. Frederick. 2016. “Immovable Food Storage Facilities, Knowledge, and Landscape in Non-Sedentary Societies: Perspectives from Northern Michigan.” Journal of Anthropological Archaeology 42: 37–55.
   Web of Science ®Google Scholar
• Howey, M. C. L., and K. Parker. 2008. “Camp, Cache, Stay Awhile: Preliminary Considerations of the Social and Economic Processes of Cache Pits Along Douglas Lake, MI.” Michigan Archaeologist 54: 19–43.
   Google Scholar
• Howey, M. C. L., M. W. Palace, C. H. McMichael, and B. Braswell. 2014. “Moderate-Resolution Remote Sensing and Geospatial Analyses of Microclimates, Mounds, and Maize in the Northern Great Lakes.” Advances in Archaeological Practice—Special Issue on Digital Domains 2 (3): 195–207.
   Google Scholar
• Howey, M. C. L., M. W. Palace, and C. H. McMichael. 2016. “Geospatial Modeling Approach to Monument Construction using Michigan from A. D. 1000–1600 as a Case Study.” Proc Natl Acad Sci 113 (27): 7443–7448.
   PubMed Web of Science ®Google Scholar
• Howey, M. C. L., F. Sullivan, J. Tallant, R. Vande Kopple, and M. W. Palace. 2016. “Detecting Precotnact Anthropogenic Microtopographic Feaurs in a Forested Landscape with Lidar: A Case Study from the Upper Great Lakes Region, AD 1000–1600.” Plos One, https://doi.org/10.1371/journal.pone.0162062.
   PubMed Web of Science ®Google Scholar
• Huggett, J. 2015. “A Manifesto for an Introspective Digital Archaeology.” Open Archaeology (1): 86–95.
   Web of Science ®Google Scholar
• Ingold, T. 1983. “The Significance of Storage in Hunting Societies.” Man 18: 553–571.
   Google Scholar
• Ingold, T. 1993. “The Temporality of the Landscape.” World Archaeology 25 (2): 152–174. DOI: 10.1080/00438243.1993.9980235.
   Web of Science ®Google Scholar
• Kinietz, W. V. 1947. Chippewa Village: The Story of Katikitegon. Bloomfield Hills, MI: Cranbrook Institute of Science.
   Google Scholar
• Kintigh, K. W., J. H. Altschul, M. C. Beaudry, R. D. Drennan, A. P. Kinzig, T. A. Kohler, W. F. Limp, et al. 2014. “Grand Challenges for Archaeology.” Proc Natl Acad Sci 111 (3): 879–880. https://doi.org/10.1073/pnas.1324000111.
   PubMed Web of Science ®Google Scholar
• Kohut, L. E. 2018. “A Multidirectional Approach to Modeling Mobility Affordance in Past Landscapes.” Journal of Archaeological Science: Reports 19: 239–247.
   Google Scholar
• Lasaponara, R., R. Coluzzi, and N. Masini. 2012. “Flights into the Past: Full-Waveform Airborne Laser Scanning Data for Archaeological Investigation.” Journal of Archaeological Science 38 (9): 2061–2070.
   Web of Science ®Google Scholar
• Law, R. G. 1999. “Pits Long, Large and Prestigious: Recognition of Varieties of Maori Kumara Storage Pits in Northern New Zealand.” New Zealand Journal of Archaeology 21: 29–45.
   Google Scholar
• Liebmann, M. J., J. Farella, C. I. Roos, A. Stack, S. Martini, and T. W. Swetnam. 2016. “Native American Depopulation, Reforestation, and Fire Regimes in the Southwest United States, 1492–1900 CE.” Proc Natl Acad Sci U S A 113 (6): E696–E704. pmid:26811459.
   PubMed Web of Science ®Google Scholar
• Llobera, M. 2003. “Extending GIS-Based Visual Analysis: The Concept of Visualscapes.” Int. J. Geogr. Inf. Sci 17 (1): 25–48.
   Web of Science ®Google Scholar
• Llobera, M. 2012. “Life on a Pixel: Challenges in the Development of Digital Methods within an “Interpretive” Landscape Archaeology Framework.” Journal Archaeological Method and Theory 19 (4): 495–509.
   Web of Science ®Google Scholar
• Lock, G., M. Kormann, and J. Pouncett. 2014. “Visibility and Movement: Towards a GIS-Integrated Approach.” In Computational Approaches to the Study of Movement in Archaeology: Theory, Practice and Interpretation of Factors and Effects of Long Term Landscape Formation and Transformation, edited by S. Polla and P. Verhagen, 23–42. Berlin: Walter de Gruyter GmbH & Co KG.
   Google Scholar
• Lock, G., and J. Pouncett. 2017. “Spatial Thinking in Archaeology: Is GIS the Answer?” Journal of Archaeological Science—Special Issue: Archaeological GIS Today: Persistent Challenges, Pushing Old Boundaries, and Exploring New Horizons 84: 129–135.
   Google Scholar
• Lovis, W. A. 1976. “Quarter Sections and Forests: An Example of Probability Sampling in the Northeastern Woodlands.” American Antiquity 41: 364–372.
   Web of Science ®Google Scholar
• Lovis, W. A. 1978a. “A Case Study of Construction Impacts on Archaeological Sites in Michigan's Inland Waterway.” Journal of Field Archaeology 5 (3): 357–360.
   Google Scholar
• Lovis, W. A. 1978b. “A Numerical Taxonomic Analysis of Changing Woodland Site Location Strategies on an Interior Lake Chain.” The Michigan Academician 11 (1): 39–48.
   Google Scholar
• Lovis, W. A., and R. Donahue. 2016. “Network Maintenance in Big Rough Spaces with Few People: The Labrador Innu-Naskapi or Montagnais.” In Marking the Land: Hunter-Gatherer Creation of Meaning in Their Environment, edited by W. A. Lovis, and R. Whallon, 116–130. New York/London: Routledge/Taylor and Francis.
   Google Scholar
• McCoy, M. D. 2017. “Geospatial Big Data and Archaeology: Prospects and Problems too Great to Ignore.” Journal of Archaeological Science—Special Issue: Archaeological GIS Today: Persistent Challenges, Pushing Old Boundaries, and Exploring New Horizons 84: 74–94.
   Google Scholar
• McCoy, M. D., G. P. Asner, and M. W. Graves. 2011. “Airborne Lidar Survey of Irrigated Agricultural Landscapes: an Application of the Slope Contrast Method.” Journal of Archaeological Science 38: 2141–2154.
   Web of Science ®Google Scholar
• McLeester, M., J. Casana, M. R. Shurr, and A. C. Hill. 2018. “Detecting Prehistoric Landscape Features using Thermal, Multispectral, and Historical Imagery Analysis at Midewin National Tallgrass Prairie, Illinois.” Journal of Archaeological Science: Reports 21: 450–459.
   Google Scholar
• McMichael, C., M. W. Palace, M. B. Bush, B. Braswell, S. Hagen, E. G. Neves, M. R. Silman, E. K. Tamanaha, and C. Czarnecki. 2014a. “Predicting pre-Columbian Anthropogenic Soils in Amazonia.” Proceedings of the Royal Society B-Biological Sciences 281 (1777), http://doi.org/10.1098/rspb.2013.2475.
   PubMed Web of Science ®Google Scholar
• McMichael, C., M. W. Palace, M. B. Bush, B. Braswell, S. Hagen, E. G. Neves, M. R. Silman, E. K. Tamanaha, and C. Czarnecki. 2014b. “Predicting pre-Columbian Soils in Amazonia.” Proceedings of the Royal Society B-Biological Sciences 281: 20132475. DOI:10.1098/rspb.2013.2475.
   PubMed Web of Science ®Google Scholar
• McRae, B. H., B. G. Dickson, T. H. Keitt, and V. B. Shah. 2008. “Using Circuit Theory to Model Connectivity in Ecology, Evolution, and Conservation.” Ecology 89 (10): 2712–2724. DOI:10.1890/07-1861.1.
   PubMed Web of Science ®Google Scholar
• Meggitt, M. J. 1962. Desert People: A Study of the Walbiri Aborigines of Central Australia. Sydney: Angus & Robertson.
   Google Scholar
• Morgan, C. 2012. “Modeling Modes of Hunter-Gatherer Food Storage.” American Antiquity 77 (4): 714–736.
   Web of Science ®Google Scholar
• Moser, K., C. Ahn, and G. Noe. 2007. “Characterization of Micro Topography and its Influence on Vegetation Patterns in Created Wetlands.” Wetlands 27 (4): 1081–1097.
   Web of Science ®Google Scholar
• O’Shea, J. 2003. “Inland Foragers and the Adoption of Maize Agriculture in the Upper Great Lakes of North America.” Before Farming: The Archaeology of Old-World Hunter-Gatherers 2 (3): 1–21.
   Google Scholar
• Palace, M. W., F. B. Sullivan, M. J. Ducey, R. N. Treuhaft, C. Herrick, J. Z. Shimbo, and J. Mota-E-Silva. 2015. “Estimating Forest Structure in a Tropical Forest using Field Measurements, a Synthetic Model and Discrete Return Lidar Data.” Remote Sensing of Environment 161: 1–11. DOI: 10.1016/j.rse.2015.01.020.
   Web of Science ®Google Scholar
• Palace, M. W., C. McMichael, B. Braswell, S. C. Hagen, M. B. Bush, E. G. Neves, E. K. Tamanaha, C. Herrick, and S. Frolking. 2017. “Ancient Amazonian Populations Left Lasting Impacts on Forest Structure.” Ecosphere 8 (12): e02035. 10.1002/ecs2.2035.
   Web of Science ®Google Scholar
• Palace, M. W., C. Herrick, J. DelGreco, D. Finnell, A. J. Garnello, C. McCalley, Kellen McArthur, F. Sullivan, and R. K. Varner. 2018. “Determining Subarctic Peatland Vegetation using an Unmanned Aerial System (UAS).” Remote Sensing 10 (9): 1498. DOI: 10.3390/rs10091498.
   Web of Science ®Google Scholar
• Parcak, S., D. Gathings, Chase Childs, Greg Mumford, and Eric Cline. 2016. “Satellite Evidence of Archaeological Site Looting in Egypt: 2002–2013.” Antiquity 90 (349): 188–205. doi:10.15184/aqy.2016.1.
   Web of Science ®Google Scholar
• Pelletier, D., M. Clark, M. G. Anderson, B. Rayfield, M. A. Wulder, and J. A. Cardille. 2014. “Applying Circuit Theory for Corridor Expansion and Management at Regional Scales: Tiling, Pinch Points, and Omnidirectional Connectivity.” PLoS ONE 9 (1): e84135. https://doi.org/10.1371/journal.pone.0084135002/ecs2.2035.
   PubMed Web of Science ®Google Scholar
• Phillips, S. J., R. P. Anderson, and R. E. Schapire. 2006. “Maximum Entropy Modeling of Species Geographic Distributions.” Ecological Modelling 190 (2006): 231–259.
   Web of Science ®Google Scholar
• Schneider, R. 1942. “Report of Cleaning Out a Cache Pit.” Totem Pole 10: 5.
   Google Scholar
• Schumacher, J. P. 1918. “Indian Remains in Door County.” Wisconsin Archeologist 16: 4.
   Google Scholar
• Schaetzl, R., and L. R. Follmer. 1990. “Longevity of Treethrow Microtopography: Implications for Mass Wasting.” Geomorphology 3: 113–123.
   Google Scholar
• Shirk, A. J., D. O. Wallin, S. A. Cushman, C. G. Rice, and K. I. Warheit. 2010. “Inferring Landscape Effects on Gene Flow: A new Model Selection Framework.” Molecular Ecology 19 (17): 3603–3619. DOI:10.1111/j.1365-294X.2010.04745.x.
   PubMed Web of Science ®Google Scholar
• Spear, S. F., and A. Storfer. 2010. “Anthropogenic and Natural Disturbance Lead to Differing Patterns of Gene flow in the Rocky Mountain Tailed Frog, Ascaphus Montanus.” Biological Conservation 143 (3): 778–786. DOI: 10.1016/j.biocon.2009.12.021.
   Web of Science ®Google Scholar
• Tanner, J. 1940 [1830]. An Indian Captivity (1789–1822), edited by Edwin James. Occasional Papers, Reprint Series No. 20. San Francisco: California State Library.
   Google Scholar
• Treat, C. C., M. E. Marushchak, C. Voigt, Y. Zhang, Z. Tan, Q. Zhuang, T. A. Virtanen, et al. 2018. “Tundra Landscape Heterogeneity, not Interannual Variability, Controls the Decadal Regional Carbon Balance in the Western Russian Arctic.” Global Change Biology 24 (11): 5188–5204. https://doi.org/10.1111/gcb.14421.
   PubMed Web of Science ®Google Scholar