Fine-scale habitat requirements of the pygmy hippopotamus (Choeropsis liberiensis): Implications for rainforest conservation in West Africa
Open accessAbstract
Against the backdrop of persistent deforestation and habitat loss, there is an urgent need to better understand which factors shape the population densities of wildlife inhabiting the Upper Guinean rainforest in West Africa to help inform conservation policy. Prior studies on the pygmy hippopotamus (Choeropsis liberiensis), a large amphibious herbivore endemic to the region, have revealed spatial variation in their population abundance that cannot solely be attributed to anthropogenic stressors. Here, we examine how field-measured and geospatial data on vegetation structure, vegetation composition and other key habitat features affect pygmy hippo fecal densities from line transect surveys in Taï National Park, Côte d’Ivoire. Fecal densities increased significantly with proximity to minor forest creeks and decreased significantly with proximity to human footpaths and increasing litter layer depth. Marginally significant positive relationships were observed for proximity to major rivers, angiosperm undergrowth height, and fern abundance, while proximity to camps showed a marginally significant negative effect. Preserving and restoring habitats with low human disturbance, structurally complex undergrowths and reliable access to water is critical for the effective conservation of the pygmy hippo. Particular attention should be given to the importance of small, rain-fed watercourses, as these habitat features are increasingly threatened by deforestation-induced aridification in the wider region. Our results showcase that habitat suitability for forest fauna may hinge on fine-scale habitat features that are easily overlooked in region-wide conservation assessments, but may nonetheless be highly sensitive to climatic and land-use change in the wider region.
Verified 2026-10-27 · 1 reference not checked yet
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Written from the paper’s full text.
TL;DR
This study links fine-scale habitat features to pygmy hippopotamus fecal densities in Taï National Park, Côte d’Ivoire, finding strongest associations with small forest creeks, human footpaths, and litter depth. It argues that conservation should prioritize low-disturbance, structurally complex habitat with reliable small watercourses, which are vulnerable to regional aridification.
Key findings
- Across 38 analyzed transects, 62 pygmy hippo feces were recorded; mean fecal density was 6.6 feces/ha, with a maximum of 39.0 feces/ha, converting to an estimated 4.2 pygmy hippos per km².
- Fecal density increased significantly with distance from minor layons (p = 0.007), decreased significantly with distance to creeks, i.e. increased near small forest creeks (p = 0.029), and decreased significantly with litter layer depth (p = 0.034).
- Distance to camp (p = 0.095) and angiosperm height (p = 0.091) were marginally significant; distance to major rivers, fern cover, canopy closure, basal area, elevation, and fern phytosociological groups were not significant.
- The model explained 19.0% of variance through fixed effects alone and 62.7% when accounting for transect-level variation; residual spatial autocorrelation was moderate (Moran’s I = 0.267).
Methods
- Fieldwork occurred January–March 2025 in the 21.5 km² Djouroutou sector of Taï National Park, Côte d’Ivoire, using 39 line transects of 500 m for fecal standing crop counts and environmental assessment plots at 100 m intervals, yielding 187 observations.
- Habitat predictors included canopy closure, tree basal area, fern cover and phytosociological groups, undergrowth and litter structure, elevation, slope, and geospatial variables such as distance to creeks, rivers, layons, camps, park boundary, and MODIS EVI.
- Analysis used a Gaussian linear mixed model with random intercept per transect, after removing collinear predictors (|r| > 0.7; VIF > 5), z-transforming variables, and obtaining uncertainty via 2,000 parametric bootstrap runs.
Limitations
- The paper states that fecal counts only convert directly to population densities if daily defecation rate and detection probability are uniform, assumptions rarely met; spatial defecation probabilities in pygmy hippos are likely non-random, so results should be validated with camera trapping or GPS collaring.
- The study was restricted to the dry season, and the authors state that rainy-season water availability may reduce reliance on permanently active creeks and alter the observed density gradients.
- The authors note that the 3 × 3 m fern plots may be too small to precisely assess fern importance and suggest larger plots in future work.
- Evident from the text: the analysis is observational and correlational, based on one small study zone, with one outlier transect excluded and moderate residual spatial autocorrelation; several reported effects are only marginally significant.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
11 of 59 cited sources checked · 5 supported · 0 flagged · accuracy not yet measured
- Findingcitation§ Table 2 · p. 8
The study area's mean MODIS EVI is lower than values reported for other semi-deciduous African rainforests.
“our study area ' s mean MODIS EVI (Table S2) is lower than values reported for other semi-deciduous African rainforests (Gond et al., 2013).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Gond et al., 2013 source
- Premisecitation§ 2.3.4. Fern diversity and abundance · p. 4
Ferns are particularly responsive to fine-scale environmental heterogeneity.
“Not only is this group particularly responsive to fine-scale environmental heterogeneity (De Rouw, 1991), but ferns are also remarkably well-represented in the scarce literature that exists on the pygmy hippo ' s diet.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites De Rouw, 1991 source
The available indexed passages describe shifting cultivation, weeds, and vegetation classification, but do not mention ferns or their response to fine-scale environmental variation. Searches for fern responsiveness and related variation in soil, topography, moisture, and disturbance returned no relevant passage, so the claim cannot be verified from the available copy. (LLM, conf=0.72)
Experimental — accuracy not yet measured
- Premisecitation§ Global Ecology and Conservation · p. 2
Spatial variation in pygmy hippo density within Taï NP cannot solely be attributed to anthropogenic stressors.
“Bogui et al. (2016) reported substantial spatial variation in the density of droppings and other presence indicators within Taï NP. The authors largely attributed this to the historically stronger anthropogenic disturbance in the eastern half of the park (see also N ' Goran et al., 2013; Waltert et al., 2010), though quantification of poaching, mining and logging indices only explained part of the”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Bogui et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites N ' Goran et al., 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Waltert et al., 2010 source
- Premisecitation§ Global Ecology and Conservation · p. 2
Multiple years of extensive ecological surveys in the transboundary Lofa-Gola-Mano forest complex yielded relatively few pygmy hippo signs within protected areas compared to community-managed areas and former agricultural sites.
“Additionally, multiple years of extensive ecological surveys in the transboundary Lofa-Gola-Mano forest complex of Liberia and Sierra Leone yielded relatively few pygmy hippo signs within protected areas compared to the number of signs recorded in community-managed areas and former agricultural sites (Garteh, 2013; Hillers et al., 2017; Klop et al., 2008).”
Quote in the paperSubstantial claim1 of 3 sources checked - Premisecitation§ Global Ecology and Conservation · p. 2
Variation in vegetation structure may influence pygmy hippo density on a local scale.
“While the pygmy hippo has traditionally been viewed as rather flexible in terms of habitat selection within the rainforest (Roth et al., 2004), recent work has indicated that variation in vegetation structure may influence their density on a local scale (Ouattara et al., 2019; Rijkers, 2024).”
Quote in the paperSubstantial claim1 of 3 sources checked- cites Roth et al., 2004 source
- cites Ouattara et al., 2019 source
The Micro-habitat description section links local pygmy hippo distribution and presence signs to features including open canopy and closed undergrowth. It does not establish that vegetation structure influences population density; the reported observations concern where hippos or their signs were found, not density estimates. Page numbers are unavailable in our copy. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Rijkers, 2024
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data§ 4.2. Forest structure and composition · p. 10
Few of the vegetation measurements explained much of the observed variance in fecal densities.
“Few of the vegetation measurements explained much of the observed variance in fecal densities.”
Quote in the paperNot a substantial claim - Findingown data§ A B S T R A C T · p. 1
Fecal densities increased significantly with proximity to minor forest creeks.
“Fecal densities increased significantly with proximity to minor forest creeks and decreased significantly with proximity to human footpaths and with increasing litter layer depth.”
Quote in the paperSubstantial claim - Findingown data§ Table 2 · p. 8
We observed a shift in the herbaceous stratum.
“Additionally, we observed a shift in the herbaceous stratum.”
Quote in the paperNot a substantial claim - Findingown data§ 3.1. Pygmy hippo density · p. 6
Over the course of the project, a total of 406 pygmy hippo droppings were encountered.
“Over the course of the project, a total of 406 pygmy hippo droppings were encountered.”
Quote in the paperSubstantial claim - Findingown data§ A B S T R A C T · p. 1
Fecal densities decreased significantly with proximity to human footpaths (minor layons).
“Fecal densities increased significantly with proximity to minor forest creeks and decreased significantly with proximity to human footpaths and with increasing litter layer depth.”
Quote in the paperSubstantial claim - Findingown data§ 3.2. Vegetation composition and structure · p. 7
TWINSPAN separated the 11 fern species into four classes.
“TWINSPAN separated these into four classes.”
Quote in the paperNot a substantial claim - Findingreasoning§ 3.1. Pygmy hippo density · p. 6
The estimated population density in the Djouroutou research zone is 4.2 pygmy hippos per km2.
“Using the equation presented by Alves et al. (2013), assuming a daily defecation rate of 4.5 (Hentschel, 1990) and an average persistence rate of 35 days (Digbeu, 2019), this converts to an estimated population density of 4.2 pygmy hippos per km 2 .”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Alves et al., 2013 source
- cites Hentschel, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Digbeu, 2019
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning§ Table 2 · p. 8
Small forest creeks provide an even more important habitat than the Hana and Momo rivers.
“provide an even more important habitat than the Hana and Momo rivers.”
Quote in the paperSubstantial claim - Findingown data§ 3.1. Pygmy hippo density · p. 6
One transect yielded 14 pygmy hippo feces, far above the mean value of 1.59 feces for all other transects (SD = 1.50) or the next highest count (6).
“One transect yielded a record 14 pygmy hippo feces, far above the mean value of 1.59 feces for all other transects (SD = 1.50), or the next highest count (6).”
Quote in the paperNot a substantial claim - Findingown data§ Table 2 · p. 8
The creeks contracted substantially compared to rainy season conditions.
“they did contract substantially compared to rainy season conditions.”
Quote in the paperSubstantial claim - Findingnone given§ Table 2 · p. 8
All creeks included in our model remained active through the study period within the 2025 dry season.
“While all creeks included in our model remained active through the study period within the 2025 dry season”
Quote in the paperNot a substantial claim - Findingown data§ A B S T R A C T · p. 1
Fecal densities decreased significantly with increasing litter layer depth.
“Fecal densities increased significantly with proximity to minor forest creeks and decreased significantly with proximity to human footpaths and with increasing litter layer depth.”
Quote in the paperSubstantial claim - Findingreasoning§ 4.3. Human disturbance and fecal count limitations · p. 10
Fecal density increases with increased distance to minor layons.
“The increase in fecal density with an increased distance to the minor layons (infrequently trafficked human pathways) matches well with the general characterization of the pygmy hippo as a timid animal that seeks to avoid humans.”
Quote in the paperNot a substantial claim - Findingown data§ 4.3. Human disturbance and fecal count limitations · p. 10
Out of a total of 41 defecation-type feces, eight occurred within a single cluster that was devoid of any spray-type dung.
“out of a total of 41 defecation-type feces, eight occurred within a single cluster that was devoid of any spray-type dung (Table S1).”
Quote in the paperNot a substantial claim - Findingown data§ 4.2. Forest structure and composition · p. 10
Further breaking down fern coverage into multiple phytosociological groupings did not reveal any correlations.
“Further breaking down fern coverage into multiple phytosociological groupings did not reveal any correlations.”
Quote in the paperNot a substantial claim - Findingown data§ 4.3. Human disturbance and fecal count limitations · p. 10
We observed a marginally significant increase in fecal density with increasing distance to the two camps in the study zone.
“Notably, we similarly observed a marginally significant increase in fecal density with increasing distance to the two camps in the study zone.”
Quote in the paperNot a substantial claim - Findingown data§ 4.2. Forest structure and composition · p. 10
We detected a weak but statistically significant negative relationship between pygmy hippo fecal density and litter layer height.
“We did detect a weak but statistically significant negative relationship between pygmy hippo fecal density and litter layer height.”
Quote in the paperNot a substantial claim - Findingown data§ 4.2. Forest structure and composition · p. 10
Our quantified approach to canopy conditions does not support a preference of pygmy hippo for 'open' canopy conditions.
“That study also reported observing signs of pygmy hippo activity mostly under 'open ' canopy conditions, but our quantified approach to this habitat characteristic does not support such a preference.”
Quote in the paperNot a substantial claim - Interpretationreasoning§ Table 2 · p. 8
Forest conditions within Taï NP are already shifting towards a drier state.
“Independent lines of evidence suggest that forest conditions within Taï NP are already shifting towards a drier state”
Quote in the paperSubstantial claim - Premisecitation§ Table 2 · p. 8
Deforestation in West Africa has been linked to changes in weather patterns, including a marked decrease in annual precipitation in recent decades.
“Deforestation in West Africa has been linked to changes in weather patterns, including a marked decrease in annual precipitation in recent decades (Brou, 2010; Kühl et al., 2012).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Brou, 2010 source
- cites Kühl et al., 2012
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisecitation§ Table 2 · p. 8
Phenological records indicate increasing drought stress in several tree species.
“phenological records indicate increasing drought stress in several tree species (Wittig, pers. comm.)”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Wittig, pers. comm.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning§ Table 2 · p. 8
The pronounced reliance of pygmy hippos on small forest creeks raises concerns regarding the long-term stability of suitable habitat under ongoing climatic and land-use changes.
“The pronounced reliance of pygmy hippos on small forest creeks raises concerns regarding the long-term stability of suitable habitat under ongoing climatic and land-use changes.”
Quote in the paperSubstantial claim - Premisecitation§ 2.3.4. Fern diversity and abundance · p. 4
The 16 species of fern known to be consumed by the pygmy hippo represent a large portion of the total number of species available to them in Taï NP.
“The 16 species of fern known to be consumed by the pygmy hippo (Hentschel, 1990) represent a large portion of the total number of species available to them in Taï NP (Chatelain et al., 2001), despite ferns classically not being thought of as an important food source for herbivores (Page, 2002; Richardson and Walker, 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Hentschel, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Chatelain et al., 2001
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Page, 2002 source
- Interpretationreasoning§ Table 2 · p. 8
Ongoing region-wide aridification may pose a threat to the availability of creeks to the pygmy hippo.
“Taken together, these observations suggest that ongoing region-wide aridification may pose a threat to the availability of creeks to the pygmy hippo.”
Quote in the paperSubstantial claim - Premisecitation§ Global Ecology and Conservation · p. 2
High encounter rates of pygmy hippo have been reported in zones of secondary vegetation within Taï NP.
“High encounter rates in zones of secondary vegetation have also been reported within Taï NP (Hoppe-Dominik et al., 2011), as well as sporadic instances of crop raiding on plantations in Sierra Leone (Conway, 2013).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Hoppe-Dominik et al., 2011 source
- cites Conway, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductcitation§ 2.2. Pygmy hippo densities · p. 4
Fecal standing crop counts along line transects are an established method for difficult-to-observe ungulates, including the pygmy hippo.
“Relative population densities were estimated by performing fecal standing crop counts along line transects, an established method for difficult-to-observe ungulates (Barnes, 2001; Hoppe-Dominik et al., 2011), including the pygmy hippo (Roth et al., 2004).”
Quote in the paperSubstantial claim0 of 3 sources checked - Interpretationown data§ 4. Discussion · p. 7
The Djouroutou research zone is among the most densely inhabited areas known anywhere today for pygmy hippos.
“Our population density estimate of 4.2 pygmy hippos per km 2 places the Djouroutou research zone among the most densely inhabited areas known anywhere today (Hoppe-Dominik et al., 2011; Roth et al., 2004), reaffirming the conservation value of research zones in West Africa, as Kely et al. (2021) already noted for the forest elephant.”
Quote in the paperNot a substantial claim0 of 2 sources checked - Premisecitation§ 4.4. Conservation implications · p. 11
This threat is presently not included in the IUCN Red List assessment.
“Especially since this threat is presently not included in their IUCN Red List assessment (Ransom et al., 2015)”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ransom et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data§ 4.3. Human disturbance and fecal count limitations · p. 10
Spatial defecation probabilities in the pygmy hippo are likely non-random.
“With spatial defecation probabilities in the pygmy hippo likely non-random, the inferred population density and ecological preferences from this study should be validated through other forms of biomonitoring”
Quote in the paperSubstantial claim - Premisecitation§ 4.3. Human disturbance and fecal count limitations · p. 10
Fecal densities can only be directly converted to population densities if the daily defecation rate of each individual and the probability of these feces being detected by observers are uniform.
“Fecal densities can only be directly converted to population densities if the daily defecation rate of each individual and the probability of these feces being detected by observers are uniform -assumptions which in reality are rarely met (Lunt et al., 2007).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Lunt et al., 2007 source
- Interpretationreasoning§ 4.4. Conservation implications · p. 11
Our results highlight a potential blind spot in tropical rainforest ecology: habitat suitability for forest fauna may hinge on species-specific fine-scale habitat features - such as small forest creeks - that are rarely mapped and easily overlooked in regional conservation assessments.
“More broadly, our results highlight a potential blind spot in tropical rainforest ecology: habitat suitability for forest fauna may hinge on species-specific fine-scale habitat features - such as small forest creeks - that are rarely mapped and easily overlooked in regional conservation assessments.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 24
- May combine two claims. 20
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 4.2. Forest structure and composition · p. 10Angiosperm height is closely related to the overall density of the undergrowth, which the pygmy hippo prefers to be dense.
“Angiosperm height is closely related to the overall density of the undergrowth, which the pygmy hippo prefers to be dense according to Ouattara et al. (2019).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Ouattara et al. (2019) source
The Micro-habitat description (page not provided) says pygmy hippos were most often found in areas with closed undergrowth, and reports that individuals and footprints were mostly observed in shallows with closed undergrowth. It also describes a high vegetation stratum there, but does not establish that angiosperm height is closely related to undergrowth density. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 2.3.3. Tree properties · p. 4Basal area is an important descriptor of forests and a powerful predictor in the study of animal-vegetation interactions.
“Tree size and stem density are important characteristics of overall forest structure. These related metrics can be jointly expressed as basal area, or the proportion of the sampled area taken up by woody stems, which has become known as both an important descriptor of forests in botanical works and as a powerful predictor in the study of animal-vegetation interactions (Dealy, 1985; Holdo, 2007;”
Quote in the paperNot a substantial claim1 of 3 sources checked- cites Dealy, 1985 source
The Abstract (page unavailable) says basal area was used to estimate crown closure in five Blue Mountains forest types, informing assessments of elk thermal cover. The Results and Discussion (page unavailable) report significant basal-area regressions, supporting its use as a predictor in this specific setting. The paper does not establish the broader claim that basal area is a powerful predictor across animal–vegetation interactions or an important descriptor in botanical works. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Holdo, 2007 source
- cites Miller et al., 1999 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ 2.3.6. Geospatial data · p. 5Most geospatial variables were selected because they have been proven important to the pygmy hippo in other modelling studies, except distance to camps which represents major sources of noise and human activity.
“Most of these were selected because they have been proven important to the pygmy hippo in other modelling studies (Bogui et al., 2016; Freeman et al., 2019; Hillers et al., 2017), except for 'distance to camps ' , which was included because it represents major sources of noise and human activity in our study area.”
Quote in the paperNot a substantial claim1 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.2. Forest structure and composition · p. 10Exclosure experiments have shown that leaf litter in temperate forests may build up as a result of no large mammals passing through.
“Exclosure experiments, whereby large mammals were barred from entering, have shown leaf litter in temperate forests may build up as a result of no large mammals passing through (Ramirez et al., 2019).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Ramirez et al., 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.2. Forest structure and composition · p. 10Most research on the interaction between large mammals and leaf litter stems from temperate regions.
“Most research on the interaction between large mammals and leaf litter stems from temperate regions (i.e., Dhami et al., 2023; Neupane et al., 2022).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Dhami et al., 2023 source
- cites Neupane et al., 2022 source
The Microclimate Factors section discusses barking deer and leaf litter in Nepal and cites studies of other ungulates, but it does not assess where most research on large mammals and leaf litter has been conducted. Searches for temperate-region research and comparable geographic terms found no passage establishing the claimed predominance. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.3. Human disturbance and fecal count limitations · p. 10Variation in defecation likelihood has been observed before in other territorial mammal species in the context of human roads.
“Such a variation in defecation likelihood has been observed before in other territorial mammal species in the context of human roads (Krofel et al., 2017; Rafiq et al., 2020).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Krofel et al., 2017 source
- cites Rafiq et al., 2020 source
The ‘Scent marking on roads’ results (p. 14) report that leopards scent marked more frequently on roads than on natural routes, and the paper classifies defecating as a scent-marking behaviour (p. 28). It does not report a road-related difference in defecation likelihood specifically; the reported differences concern scent marking overall and scrape marks. (LLM, conf=0.82)
Experimental — accuracy not yet measured
May combine two claims.
Findingown data§ Table 2 · p. 8Pteris burtonii is now largely restricted to valleys and lower slopes, being replaced upslope by the less moisture-dependent Triplophyllum protensum.
“We now observed this fern to be largely restricted to valleys and lower slopes, being replaced upslope by the less moisture-dependent Triplophyllum protensum .”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Findingown data§ 3.1. Pygmy hippo density · p. 6Of these droppings, 76 were encountered along transects (N = 39).
“Of these droppings, 76 were encountered along transects (N = 39).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown data§ 3.2. Vegetation composition and structure · p. 7A total of 42 species of pteridophyte were encountered; 23 occurred inside plots and 11 were included in further analyses.
“A total of 42 species of pteridophyte were encountered over the course of the project (Table S3). Of these, 19 were only ever found outside of environmental assessment plots. Of the remaining 23 species that did occur inside the plots, 11 were encountered in five plots or more and were included in further analyses.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ 4.2. Forest structure and composition · p. 10Total fern coverage and angiosperm undergrowth height effects trend towards significance.
“Both the total coverage of ferns and the height of the angiosperm undergrowth do warrant inclusion in future studies”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown data§ 3.3. Effects of environmental conditions on fecal densities · p. 7The p value of angiosperm height trended towards significance.
“The p value of 'angiosperm height ' also appears to trend towards significance (Table 3; Fig. 4).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ Table 2 · p. 8During the dry season, exposed sand and gravel beds were common, locations deep enough for a pygmy hippo to wallow occurred only sporadically, and root structures that might serve as burrows in the rainy season sat largely exposed.
“Exposed sand and gravel beds were a common sight, locations deep enough for a pygmy hippo to wallow only occurred sporadically, and root structures that in the rainy season might serve as burrows sat largely exposed.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.1. Pygmy hippo density · p. 6The Djouroutou research zone has a mean fecal density of 6.6 feces/ha, reaching a maximum of 39.0 feces/ha.
“Assuming a 5 m search strip width, the Djouroutou research zone has a mean fecal density of 6.6 feces/ha, reaching a maximum of 39.0 feces/ha in some areas.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 3.3. Effects of environmental conditions on fecal densities · p. 7The model explained 19.0% of variance through fixed effects alone and 62.7% when accounting for transect-level variation.
“The model explained 19.0% of variance through fixed effects alone (marginal R 2 = 0.190), and 62.7% when accounting for transect-level variation (conditional R 2 = 0.627); Fig. 6 visualizes the model ' s predicted versus actual values.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingreasoning§ 4.3. Human disturbance and fecal count limitations · p. 10The number of feces encountered outside of transects far outweighs the on-transect count, with some of the densest clusters observed directly along the layons, including one close to a camp.
“The number of feces encountered outside of transects far outweighs the on-transect count, with some of the densest clusters actually observed directly along the layons, with one such cluster occurring quite close to a camp (Fig. S2).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone given§ 4.3. Human disturbance and fecal count limitations · p. 10Fecal density as one moves away from a layon is somewhat bimodal, with one sharp peak directly along the paths and one diffuse peak further into the shrubbery, only the latter captured by the transect-based survey.
“It is our impression that the fecal density as one moves away from a layon is actually somewhat bimodal, with one sharp peak directly along the paths and one diffuse peak further into the shrubbery, only the latter of which was captured by our transect-based survey.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data§ 4.3. Human disturbance and fecal count limitations · p. 10Mixed-age feces were occasionally observed, suggesting that re-marking of old sprays does occur.
“Mixed-age feces were occasionally observed, suggesting that re-marking of old sprays does occur”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown data§ 4.2. Forest structure and composition · p. 10Thicker litter layers were generally associated with pockets of forest that were particularly difficult to traverse due to fallen trees and branches.
“we noticed thicker litter layers were generally associated with pockets of forest that were particularly difficult to traverse due to fallen trees and branches, potentially obstructing access to large-bodied animals.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ Table 2 · p. 8Large rivers in the study zone are largely bordered by floodplains with grasses, tall herbs and shrubs, as well as Plagiosiphon stands further inland with typically open undergrowth, instead of the 'regular' high forests and bas-fonds that border the creeks.
“the large rivers in the study zone are largely bordered by floodplains with grasses, tall herbs and shrubs, as well as Plagiosiphon stands further inland with a typically open undergrowth (Guillaumet, 1967), instead of the 'regular ' high forests and bas-fonds that border the creeks.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Guillaumet, 1967
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown data§ A B S T R A C T · p. 1Habitat suitability for forest fauna may hinge on fine-scale habitat features that are easily overlooked in region-wide conservation assessments, but may nonetheless be highly sensitive to climatic and land-use change.
“Our results showcase that habitat suitability for forest fauna may hinge on fine-scale habitat features that are easily overlooked in region-wide conservation assessments, but may nonetheless be highly sensitive to climatic and land-use change in the wider region.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Table 2 · p. 8Only a few decades ago, the occurrence of Pteris burtonii on well-drained positions was considered highly characteristic for the relatively wet section of Taï NP.
“Only a few decades ago the occurrence of Pteris burtonii on well-drained positions was considered highly characteristic for our relatively wet section of Taï NP (De Rouw et al., 1990).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites De Rouw et al., 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 2.4.2. Fern classification · p. 5The underlying concept of phytosociology is that discrete groups of plant species can be designated that occupy a similar ecological position and tend to co-occur.
“The underlying concept of phytosociology is that discrete groups of plant species can be designated that occupy a similar ecological position and tend to co-occur.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites De Rouw et al., 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Dengler, 2017 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ Table 2 · p. 8Large rivers might be inaccessible to a large share of the pygmy hippo population.
“As such, large rivers might simply be inaccessible to a large share of the population.”
Quote in the paperNot a substantial claim- Rests on an assumption: Major rivers occur relatively scarcely in Taï NP.
- Rests on an assumption: The cumulative length of all forest creeks is much larger than that of major rivers.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ 2.5. Statistical analyses · p. 6Parametric bootstrapping was performed with n = 2000 runs to obtain robust estimates of uncertainty around fixed effects.
“To obtain robust estimates of uncertainty around the fixed effects, parametric bootstrapping was performed (n = 2000 runs).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown data§ 3.3. Effects of environmental conditions on fecal densities · p. 7Global Moran's I of the model residuals was 0.267, implying a moderate but acceptable degree of spatial autocorrelation.
“Global Moran ' s I of the model residuals returned a value of 0.267, implying a moderate but acceptable degree of spatial autocorrelation.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown data§ 3.1. Pygmy hippo density · p. 6One transect with 14 feces was excluded as an outlier, leaving 38 transects with 62 feces for analysis.
“This transect was deemed an outlier and was excluded from modelling, leaving 38 transects with 62 feces (including ten transects with zero feces) as the basis for further analysis (Fig. 3).”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Premisecitation§ Table 2 · p. 8Pygmy hippos are thought to defend small, fixed territories.
“pygmy hippos are thought to defend small, fixed territories (Bülow, 1987).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bülow, 1987
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductcitation§ 2.3.2. Canopy closure · p. 4The spherical convex densiometer is easy to implement and sensitive to relatively minor changes in canopy closure and light penetration, though less precise than some modern electronic techniques.
“While the spherical densiometer isn ' t as precise as some of the more modern electronic techniques available, it is easy to implement and also sensitive to relatively minor changes in canopy closure and light penetration (Baudry et al., 2014).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Baudry et al., 2014 source
May combine two claims.
Interpretationcitation§ Global Ecology and Conservation · p. 3Our understanding of pygmy hippo ecology remains limited, hindering ability to identify population cores, designate corridors and draw up management plans.
“The difficulties in providing a coherent explanation for pygmy hippo abundance across its range highlight that our understanding of their ecology remains limited. This hinders our ability to identify important population cores, designate viable population corridors and draw up effective management plans (Freeman et al., 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Freeman et al., 2019 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ 2.5. Statistical analyses · p. 6Model residuals were checked for spatial autocorrelation using Moran's I for the eight nearest neighbours of each point.
“Lastly, the model residuals were checked for spatial autocorrelation by loading them into ArcGIS Pro and calculating Moran ' s I for the eight nearest neighbours of each point.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ 2.5. Statistical analyses · p. 6Normality of model residuals was evaluated with the package DHARMa.
“Normality of model residuals was evaluated with the package DHARMa (Hartig, 2024).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hartig, 2024
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ Global Ecology and Conservation · p. 2Debate remains regarding the exact nature and strength of the relationship between the pygmy hippo and open bodies of water, particularly the relative importance of different types of aquatic habitats.
“Similarly, debate remains regarding the exact nature and strength of the relationship between the pygmy hippo and open bodies of water, particularly with respect to the relative importance of different types of aquatic habitats (Conway, 2013; Roth et al., 2004).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Conway, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Roth et al., 2004 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitation§ 2.2. Pygmy hippo densities · p. 4The systematic grid design of 1 × 1 km squares has historically been used for biomonitoring in Taï NP and elsewhere in the Upper Guinean rainforest.
“This design has historically been used for biomonitoring both in Taï NP (Bogui et al., 2016; Diarrassouba et al., 2019) and elsewhere in the Upper Guinean rainforest (Furnell et al., 2015).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bogui et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Diarrassouba et al., 2019 source
- cites Furnell et al., 2015
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Premisecitation§ 4.1. Water dependence and differentiation among river types · p. 7The countless small, rain-fed forest streams in Taï NP have not been comprehensively mapped and tend to be excluded from niche modelling studies.
“The countless small, rain-fed forest streams in Taï NP haven ' t been comprehensively mapped and as such tend to be excluded from niche modelling studies (Bogui et al., 2016; Conway, 2013; Digbeu et al., 2024, Hillers et al., 2017).”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Bogui et al., 2016
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Conway, 2013
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Digbeu et al., 2024, Hillers et al., 2017
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Interpretationreasoning§ 4.2. Forest structure and composition · p. 10A similar mechanism to that in temperate forests may be operating in the study area, with difficult-to-traverse pockets potentially obstructing access to large-bodied animals.
“A similar mechanism may be operating here - indeed, we noticed thicker litter layers were generally associated with pockets of forest that were particularly difficult to traverse due to fallen trees and branches, potentially obstructing access to large-bodied animals.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Premisecitation§ 4.2. Forest structure and composition · p. 10Ferns are an important element of the pygmy hippo's diet.
“we expected the availability of ferns to be of importance to the pygmy hippo because they are an important element of their diet (Hentschel, 1990).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hentschel, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationreasoning§ 4.4. Conservation implications · p. 11The importance of small, rain-fed creeks identified here comes with conservation implications: as ongoing deforestation continues to exacerbate aridification, reduced creek availability may result in the loss of suitable habitat even where forest cover remains intact.
“The importance of small, rain-fed creeks identified here comes with conservation implications: as ongoing deforestation continues to exacerbate aridification, reduced creek availability may result in the loss of suitable habitat even where forest cover remains intact.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ 4.3. Human disturbance and fecal count limitations · p. 10Many fecal clusters along layons and camps were observed over weeks rather than at a single point in time because layons and camps formed the basis of daily navigation and were frequently used by observers.
“At least in part, this stems from the fact that these layons and camps formed the basis of daily navigation and were frequently used by observers, meaning that many of these clusters were actually observed over the course of weeks rather than at a single point in time.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Premisecitation§ 4.3. Human disturbance and fecal count limitations · p. 10High densities of pygmy hippo feces along human clearings have been reported before.
“High densities of pygmy hippo feces along human clearings have been reported before (Hentschel, 1990).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hentschel, 1990
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
The paper relies on this without support.
No prior study has attempted to separate the effects of different river types on pygmy hippo abundance before.
“To our knowledge, no prior study has attempted to separate the effects of different river types on pygmy hippo abundance before.”
The paper relies on this without support.
Small, rain-fed watercourses are increasingly threatened by deforestation-induced aridification in the wider region.
“Particular attention should be given to the importance of small, rain-fed watercourses, as these habitat features are increasingly threatened by deforestation-induced aridification in the wider region.”
The paper relies on this without support.
The role of natural environmental heterogeneity in steering population densities in the pygmy hippo has received comparatively little attention.
“The role of natural environmental heterogeneity in steering population densities in the pygmy hippo has received comparatively little attention.”
The paper relies on this without support.
Major rivers occur relatively scarcely in Taï NP.
“Major rivers occur relatively scarcely in Taï NP and pygmy hippos are thought to defend small, fixed territories (Bülow, 1987).”
The paper relies on this without support.
The cumulative length of all forest creeks is much larger than that of major rivers.
“By contrast, the cumulative length of all forest creeks is much larger, allowing for more territories to be centered on them.”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Fern-occurrence percentages do not fit the stated plot count
MinorWith 187 plots, a species found in five plots would occur in 2.7% of plots, and one found in six would occur in 3.2%; neither rounds to the table's 3.1%. The listed percentages instead fit a denominator of 192 plots.
“| Group B | Adiantum vogelii | 3.1% | 9 | ✓ |”
“Phytosociological classification of all terrestrial, lithophytic and low-epiphytic fern species encountered in ≥ 5 plots (3 × 3 m, N = 187).”
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Flagged first, then by citations
Research works printed but not linked: 8
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- Authors
- Kempkes, J. B., Si, Y., van ’t Zelfde, M., Digbeu, H. E. O., Bogui, E. B., Ouattara, K., Koné, I., & Paris, M.
- Affiliations
- Leiden University (NL)
- Swiss Centre for Scientific Research (CI)
- University of Pretoria (ZA)
- Corresponding author
- Si, Yali
- Venue
- Global Ecology and Conservation
- Publisher
- Elsevier BV
- Published
- 2026-10
- Volume
- 70
- Pages
- e04346
- ISSN
- 2351-9894 (ISSN-L)
- OpenAlex
- W7169765543
- Cited by
- 0
- References
- 47
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Global Ecology and Conservation (publishedVersion, cc-by)
- SSRN Electronic Journal (acceptedVersion)
- Leiden Repository (Leiden University) (publishedVersion, cc-by)
- UpSpace Institutional Repository (University of Pretoria) (submittedVersion, cc-by)
- Leiden Repository (Leiden University) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Leiden University
- Max-Planck-Institut für Evolutionäre Anthropologie
- Topics
- Physical Sciences › Environmental Science › Ecology › Wildlife Ecology and Conservation
- Social Sciences › Psychology › Social Psychology › Primate Behavior and Ecology
- Physical Sciences › Environmental Science › Global and Planetary Change › Conservation, Biodiversity, and Resource Management
- Keywords
- pygmy hippopotamus, Choeropsis liberiensis, habitat requirements, population density, human disturbance, vegetation structure, streams, aridification, deforestation, habitat suitability, Taï National Park, wildlife conservation
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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.
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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 ›
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