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MAPPING INDIGENOUS LANDS

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

About CanadaIts subject is Canada, wherever its authors sit.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.018
GPT teacher head0.359
Teacher spread
0.341 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

The mapping of indigenous lands to secure tenure, manage natural resources, and strengthen cultures is a recent phenomenon, having begun in Canada and Alaska in the 1960s and in other regions during the last decade and a half. A variety of methodologies have made their appearance, ranging from highly participatory approaches involving village sketch maps to more technical efforts with geographic information systems (GIS) and remote sensing. In general, indigenous mapping has shown itself to be a powerful tool and it has spread rapidly throughout the world. The distribution of mapping projects is uneven, as opportunities are scarce in many parts of the world. This review covers the genesis and evolution of indigenous mapping, the different methodologies and their objectives, the development of indigenous atlases and guidebooks for mapping indigenous lands, and the often uneasy mix of participatory community approaches with technology. This last topic is at the center of considerable discussion as spatial technologies are becoming more available and are increasingly used in rural areas. The growth of GIS laboratories among tribes in the United States and Canada, who frequently have both financial and technical support, is in sharp contrast to groups in the South—primarily Africa, Asia, and Latin America—where resources are in short supply and permanent GIS facilities are rare.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
Annual Review of Anthropology
Topic
Geographic Information Systems Studies
Field
Social Sciences
Canadian institutions
Funders
Keywords
IndigenousGeographyCitizen journalismNatural resourceVariety (cybernetics)Latin AmericansEnvironmental resource managementEnvironmental planningRemote sensingPolitical scienceEcologyComputer science
Has abstract in OpenAlex
yes