Cited by 24Conservation, Biodiversity, and Resource ManagementForest Ecology and ConservationClimate change impacts on agriculture

The socio-economic impact of extreme precipitation and flooding on forest livelihoods: evidence from the Bolivian Amazon

Open access
Bauer, T., Ingram, V., De Jong, W., Arts, B.·2018·International Forestry Review

Abstract

In early 2014, unprecedentedly heavy rainfall led to a flood in northern lowland Bolivia affecting the livelihoods of thousands of people relying on ecosystem services and climate sensitive sectors for their daily livelihood. Based on a case study of 50 households from indigenous forest communities living in the TCO Tacana I, ex-ante and ex-post household data were collected to obtain insights into the economic performance, livelihood strategy changes and role of forest products in the direct aftermath of the extreme weather event. A negative impact on natural resource dependent livelihood strategies was found as an immediate consequence. However, most households had recovered just one year later. There was no increase in the use of forest products to mitigate immediate income shortages. A typical high contribution of forest products to household income from before the flood continued afterwards. This article contributes to understanding of livelihood-based efforts of people living in tropical lowland forests to adapt to weather extremes.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1505/146554818824063050

Cites

45 of 45 references verified0 citation errors · 0 not checkable

Statistics

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.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • In Latin America, the focus has often been on the socio-economic impacts of flooding on low-income communities.

    “In Latin America, the focus has often been on the socio-economic impacts of flooding on low-income communities [28].”

    From Urban Flood Vulnerability Assessment in Freetown, Sierra Leone: AHP Approach (2024) · cites this paper as [28]

    The title in our copy identifies a study of the socio-economic impact of flooding on forest livelihoods in the Bolivian Amazon, supporting one Latin American example. The available passages do not establish that the communities were low-income or that this has often been the focus of research across Latin America; searches for those terms returned only title and citation information. (LLM, conf=0.78)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Cited by

Sorted by citations

Authors
Bauer, T., Ingram, V., De Jong, W., & Arts, B.
Venue
International Forestry Review
Published
2018-08-01
Volume
20
Issue
3
Pages
314-331
ISSN
1465-5489 (ISSN-L)
OpenAlex
W2889858164
Cited by
23
References
45
Citations by year
2026: 1 · 2025: 4 · 2024: 3 · 2023: 2 · 2022: 6 · 2021: 4 · 2020: 1 · 2019: 2
FWCI
1.02
Type
journal article
Language
en
Open access
Locations
  • The International Forestry Review (publishedVersion)
  • Socio-Environmental Systems Modeling (acceptedVersion)
  • Data Archiving and Networked Services (DANS) (submittedVersion)
Topics
  • Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
  • Life Sciences › Agricultural and Biological Sciences › Forestry › Forest Ecology and Conservation
  • Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Climate change impacts on agriculture
Keywords
heavy rainfall, floods, forest-dependent livelihoods, forest products, climate change adaptation, natural resource dependence, household income, ecosystem services, Bolivian Amazon

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