The DOI matches its Crossref record; 125 of the 125 references it cites were found in a registry or an index.
Landscape ecology and biogeography: Rethinking landscape metrics in a post-FRAGSTATS landscape
Abstract
Landscape pattern indicators or ‘metrics’ provide simple measures of landscape structure that can be easily calculated with readily available data and software. Unfortunately, the ecological relevance of many metrics (i.e. the relationship between metric values and the real-world ecological processes that they are meant to serve as proxies for) is often unproven and questionable, and concerns are regularly voiced that such metrics fail to capture important aspects of landscape function. In this paper, I provide a review of landscape measures that may better link landscape pattern and function, ranging from approaches that extend existing metrics by incorporating a more functional component (e.g. core area measures, least cost distances) to those rooted in graph, network, and electrical circuit theory. While more ‘functional’ approaches are becoming increasingly popular, the selection of appropriate landscape metrics in many applications involves tradeoffs regarding data requirements, ease of calculation, functional basis, and simplicity of interpretation by a range of specialist and non-specialist stakeholders. Regardless, there continues to be a need for landscape metrics because they are seen by many land managers and stakeholders as simple, intuitive tools for assessing and monitoring changes in landscape pattern and, by extension, the effects on underlying ecological processes. Future needs include: (1) the development of more user-friendly landscape analysis software that can simplify graph-based analyses and visualization; and (2) studies that clarify the strengths and weaknesses of different approaches, including the potential limitations and biases in graph and network-based measures.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The Theory of Island Biogeography
MacArthur, R. H., & Wilson, E. O. (2001) · Princeton University Press eBooks · doi:10.1515/9781400881376 · Cited by 12,632
The Theory of Island Biogeography
Kirkby, M. J., MacArthur, R. H., & Wilson, E. O. (1968) · The Geographical Journal · doi:10.2307/1796430 · Cited by 11,581
The Problem of Pattern and Scale in Ecology: The Robert H. MacArthur Award Lecture
Levin, S. A. (1992) · Ecology · doi:10.2307/1941447 · Cited by 6,792
FRAGSTATS: spatial pattern analysis program for quantifying landscape structure.
McGarigal, K., & Marks, B. J. (1995) · doi:10.2737/pnw-gtr-351 · Cited by 5,001
A measure of betweenness centrality based on random walks
Newman, M. E. J. (2005) · Social Networks · doi:10.1016/j.socnet.2004.11.009 · Cited by 2,461
Landscape modification and habitat fragmentation: a synthesis
Fischer, J., & Lindenmayer, D. B. (2007) · Global Ecology and Biogeography · doi:10.1111/j.1466-8238.2007.00287.x · Cited by 2,443
USING CIRCUIT THEORY TO MODEL CONNECTIVITY IN ECOLOGY, EVOLUTION, AND CONSERVATION
McRae, B. H., Dickson, B. G., Keitt, T. H., & Shah, V. B. (2008) · Ecology · doi:10.1890/07-1861.1 · Cited by 2,244
Confounding factors in the detection of species responses to habitat fragmentation
Ewers, R. M., & Didham, R. K. (2005) · Biological Reviews · doi:10.1017/s1464793105006949 · Cited by 2,218
Exploratory Social Network Analysis with Pajek: Revised and Expanded Edition for Updated Software
De Nooy, W., Mrvar, A., & Batagelj, V. (2018) · Cambridge University Press eBooks · doi:10.1017/9781108565691 · Cited by 2,052
Ecosystem Decay of Amazonian Forest Fragments: a 22‐Year Investigation
Laurance, W. F., Lovejoy, T. E., Vasconcelos, H. L., Bruna, E. M., Didham, R. K., Stouffer, P. C., Gascon, C., Bierregaard, R. O., Laurance, S. G., & Sampaio, E. (2002) · Conservation Biology · doi:10.1046/j.1523-1739.2002.01025.x · Cited by 1,847
Cited by
Zhang, Z., Meerow, S., Newell, J. P., & Lindquist, M. (2019) · Urban Forestry & Urban Greening · doi:10.1016/j.ufug.2018.10.014 · Cited by 294
A bird’s eye view: using circuit theory to study urban landscape connectivity for birds
Grafius, D. R., Corstanje, R., Siriwardena, G. M., Plummer, K. E., & Harris, J. A. (2017) · Landscape Ecology · doi:10.1007/s10980-017-0548-1 · Cited by 108
Kempf, M. (2020) · Archaeological and Anthropological Sciences · doi:10.1007/s12520-020-01157-4 · Cited by 30
Impacts of deforestation on plant-pollinator networks assessed using an agent based model
Newton, A. C., Boscolo, D., Ferreira, P. A., Lopes, L. E., & Evans, P. (2018) · PLOS ONE · doi:10.1371/journal.pone.0209406 · Cited by 29
Gray, M. E., Dickson, B. G., Nussear, K. E., Esque, T. C., & Chang, T. (2019) · Ecosphere · doi:10.1002/ecs2.2847 · Cited by 20
Metadata
- Authors
- Kupfer, J. A.
- Venue
- Progress in Physical Geography: Earth and Environment
- Publisher
- SAGE Publications
- Published
- 2012-04-02
- Volume
- 36
- Issue
- 3
- Pages
- 400-420
- ISSN
- 0309-1333 (ISSN-L)
- 1477-0296
- OpenAlex
- W2083720831
- Cited by
- 347
- References
- 125
- FWCI
- 11.73
- Type
- journal article
- Language
- en
- Open access
- closed
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Landscape ecology and biogeography: Rethinking landscape metrics in a post-FRAGSTATS landscape. https://app.cochat.ai/papers/10.1177/0309133312439594
- The paper
- Kupfer, J. A. (2012). Landscape ecology and biogeography: Rethinking landscape metrics in a post-FRAGSTATS landscape. Progress in Physical Geography: Earth and Environment. https://doi.org/10.1177/0309133312439594
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.