Evidence map›Paper›PMID 42004868›Full record

ArticleJournal of industrial ecology2023

High-resolution mapping of 33 years of material stock and population growth in Germany using Earth Observation data.

Franz Schug, David Frantz, Dominik Wiedenhofer, Helmut Haberl, Doris Virág, Sebastian van der Linden, Patrick Hostert

Abstract read
In one paragraph

Article in Journal of industrial ecology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Franz SchugGeography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany.ORCID https://orcid.org/0000-0003-1534-5610
David FrantzGeography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany.ORCID https://orcid.org/0000-0002-9292-3931
Dominik WiedenhoferInstitute of Social Ecology, University of Natural Resources and Life Sciences, Vienna, Austria.ORCID https://orcid.org/0000-0001-7418-3477
Helmut HaberlInstitute of Social Ecology, University of Natural Resources and Life Sciences, Vienna, Austria.ORCID https://orcid.org/0000-0003-2104-5446
Doris VirágInstitute of Social Ecology, University of Natural Resources and Life Sciences, Vienna, Austria.ORCID https://orcid.org/0000-0001-8300-8590
Sebastian van der LindenInstitute of Geography and Geology, University of Greifswald, Greifswald, Germany.ORCID https://orcid.org/0000-0001-6576-8377
Patrick HostertGeography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099 Berlin, Germany.ORCID https://orcid.org/0000-0002-5730-5484

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Global societal material stock in buildings and infrastructure have accumulated rapidly within the last decades, along with population growth. Recently, an approach for nation-wide mapping of material stock at 10 m spatial resolution, using freely available and globally consistent Earth Observation (EO) imagery, has been introduced as an alternative to cost-intensive cadastral data or broad-scale but thematically limited nighttime light-based mapping. This study assessed the potential of EO data archives to create spatially explicit time series data of material stock dynamics and their relation to population in Germany, at a spatial resolution of 30 m. We used Landsat imagery with a change-aftereffect-trend analysis to derive yearly masks of land surface change from 1985 onward. Those served as an input to an annual reverse calculation of six material stock types and building volume-based annual gridded population, based on maps for 2018. Material stocks and population in Germany grew by 13% and 4%, respectively, showing highly variable spatial patterns. We found a minimum building stock of ca. 180 t/cap across all municipalities and growth processes characterized by sprawl. A rapid growth of stocks per capita occurred in East Germany after the reunification in 1990, with increased building activity but population decline. Possible over- or underestimations of stock growth cannot be ruled out due to methodological assumptions, requiring further research. Supplementary Information: The online version of this article (doi:10.1111/jiec.13343) contains supplementary material, which is available to authorized users.

Indexed as

buildingsCAT transformindustrial ecologyinfrastructureLandsatsocio‐economic metabolismtime series analysis

Identifiers

PMID42004868
PMCPMC13090183

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.