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Optimized Hot Spot Analysis: Native Copper Production in the Northern Lake Superior Basin

Published online by Cambridge University Press:  06 April 2026

Ryan Edward Peterson*
Affiliation:
Department of Anthropology, Indiana University, Bloomington, IN, USA
*
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Abstract

North America’s Native Copper Industry is one of the oldest metalworking traditions in the world, with metal use in this region dating to more than 9,500 years ago. Although several studies have focused on copper mining and use, few have focused on copper production. As a result, little attention has been given to the waste materials generated during the production process. The study of waste materials is vital to understanding what metallurgical production systems look like and how they are structured. This article examines the geospatial organization of copper production throughout the Archaic period in the northern Lake Superior Basin. After conducting a morphological analysis of copper waste materials from copper production sites across this region, I examined this information geospatially using the Optimized Hot Spot Analysis tool on ArcGIS to identify where stages of production took place as people and copper moved across the landscape. The structure of this production system can help us understand the role of copper production in shaping how Indigenous peoples interacted with their material culture and landscape during the Archaic period.

Resumen

Resumen

La Industria del Cobre Nativo en América del Norte es una de las tradiciones de trabajo en metal más antiguas del mundo, presente en esta región desde hace más de 9.500 años. Aunque varios estudios se han centrado en la minería y el uso del cobre, pocos se han enfocado en la producción de cobre nativo mismo. Como resultado, se ha prestado poca atención a los materiales de desecho generados durante el proceso de producción. El estudio de los materiales de desecho es vital para comprender cómo eran y cómo estaban estructurados los sistemas de producción metalúrgica. Este artículo examina la organización geoespacial de la producción de cobre durante el período Arcaico en la cuenca norte del Lago Superior. La organización de la producción de cobre se examina a través del análisis morfológico de los materiales de desecho de cobre de los sitios de producción en toda esta región. Con esta información se examina geoespacialmente utilizando la herramienta de Análisis de Puntos Calientes Optimizado en ArcGIS para identificar dónde tuvieron lugar las etapas de producción a medida que las personas y el cobre interactuaban por este paisaje. Luego, además se interpreta la estructura de este sistema de producción para comprender el papel que la producción de cobre tuvo en la forma en que los pueblos indígenas interactuaron con su cultura material y el paisaje durante el período Arcaico.

Information

Type
Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2026. Published by Cambridge University Press on behalf of Society for American Archaeology.
Figure 0

Figure 1. Stages of copper production created while analyzing archaic copper waste.

Figure 1

Figure 2. Illustration of copper waste types.

Figure 2

Figure 3. Stage 1: flattened copper/vesicular (courtesy NPS, Isle Royale National Park). (Color online)

Figure 3

Figure 4. Stage 2: copper bar (courtesy NPS, Isle Royale National Park). (Color online)

Figure 4

Figure 5. Stage 3: copper blank (courtesy NPS, Isle Royale National Park). (Color online)

Figure 5

Figure 6. Stage 4: copper preform (courtesy NPS, Isle Royale National Park). (Color online)

Figure 6

Figure 7. Stage 5: formal tool form (copper knife; courtesy NPS, Isle Royale National Park). (Color online)

Figure 7

Table 1. Total Counts for Copper Waste for Each Stage of Copper Production.

Figure 8

Figure 8. Copper production hot spot analysis (percentage).

Figure 9

Figure 9. Copper production hot spot analysis (count).

Figure 10

Figure 10. Copper production kernel density.