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Bay cat

The bay cat (Catopuma badia) is a small, elusive wild felid endemic to the island of , distinguished by its slender build, long legs adapted for arboreal life, and a of reddish-brown or bay fur that pales on the underparts and features a darker streak along the . Adults typically weigh 3–5 kg and measure up to 50 cm in head-body length with a of comparable length, making it comparable in size to a domestic but with a more elongated form suited to forested environments. Classified as Endangered on the since 2002, the species is threatened primarily by extensive habitat loss from , , and fires, with an estimated fewer than 2,500 mature individuals remaining and a continuing . Inhabiting dense lowland and upland rainforests across , the bay cat is one of the world's least-studied felids, with scant data on its diet—believed to consist of small mammals, birds, and possibly monkeys—and behavior, which appears largely solitary and crepuscular. Conservation efforts are hampered by its rarity and the challenges of detecting it in vast, remote habitats, underscoring the need for intensified surveys and protection of remaining corridors.

Taxonomy

Classification and nomenclature

The bay cat (Catopuma badia) is classified in the family , subfamily , genus Catopuma, within the order . Its full taxonomic hierarchy is: Kingdom Animalia, phylum Chordata, class Mammalia, order , family , subfamily , genus Catopuma, species C. badia. The species was first described as badia by in October 1874, in the Proceedings of the Zoological Society of London, based on a and specimen collected by in , , in 1855; the specimen arrived in poor condition, limiting the initial description to cranial features and limited pelage details. Gray distinguished it from other felids by its smaller first upper and reddish fur tones, naming it after the "" (chestnut-red) coloration observed. Subsequent taxonomic revisions transferred the species from Felis to Catopuma to reflect its morphological affinities with the Asian golden cat (C. temminckii), emphasizing rounded ears, short tail, and dentition; an alternative genus Pardofelis has been proposed but is not widely accepted in recent classifications. Synonyms include Felis badia Gray, 1874, and Pardofelis badia (Gray, 1874). Common names for C. badia include bay cat, Bornean bay cat, and Borneo bay cat, with the French vernacular "chat bai." The binomial Catopuma badia remains the valid name under current felid as of 2024.

Phylogenetic relationships and evolution

The bay cat (Catopuma badia) is classified within the subfamily of the family and belongs to the Bay cat lineage, which also encompasses the (C. temminckii) and (Pardofelis marmorata). This lineage represents an early divergence within , splitting from the ancestor of other feline species approximately 9–10 million years ago during the in . Within the lineage, molecular analyses confirm that the bay cat is the sister species to the , with the branching earlier. Phylogenetic reconstruction using mitochondrial genomes places the divergence between the bay cat and at approximately 3.16 million years ago (95% : 2.05–4.54 million years ago), calibrated against broader divergence estimates of 10.78 million years ago and a substitution rate of 0.0133 per site per million years. This split aligns with vicariant speciation driven by the Late flooding of the Isthmus of Kra, which isolated Sundaic populations (including Bornean ancestors) from mainland Southeast Asian ones around 3 million years ago, fragmenting forested habitats and promoting allopatric differentiation. Evolutionary evidence indicates the bay cat's ancestor likely dispersed to via the connections during periods of lowered sea levels, but subsequent isolation fostered its adaptation as a strict specialist endemic to the island. Unlike its widespread sister , which expanded southward post-Last Glacial Maximum (~25,000–30,000 years ago) and exhibits signs of recent bottlenecks and generalism, the bay cat shows genetic patterns consistent with long-term small sizes and restriction to Pleistocene rainforest refugia, as inferred from limited mitogenome samples (n=3). No direct record exists for the bay cat, but its phylogenetic position underscores a radiation of Southeast Asian felids amid tectonic and climatic shifts that shaped insular .

Physical characteristics

Morphology and measurements

The bay cat (Catopuma badia) exhibits a slender, elongated body structure typical of small felids adapted to forested environments, with a rounded head, small rounded ears, and relatively long limbs. Its tail is notably long, often comprising 60-73% of the head-body length, aiding in balance during arboreal activities. Dentition features a reduced first upper premolar with a short, rounded crown and single root, distinguishing it from congeners. Measurements are limited due to the species' rarity and few preserved specimens. Head-body length ranges from 49.5 to 67 cm, with tail length from 30 to 40 cm. Weight estimates, based on a single emaciated specimen of 1.95 kg adjusted for , fall between 3 and 4 kg, though some reports suggest up to 5 kg. No significant in size has been documented, reflecting data scarcity.
MeasurementRange
Head-body length49.5–67 cm
Tail length30–40 cm
Weight3–4 (up to 5 reported)

Coloration and variations

The bay cat possesses a short, sleek pelage that is predominantly chestnut red or bay in color, appearing brighter and more intense on the dorsal surface while fading to a paler shade on the ventral regions, limbs, and . This reddish-brown hue serves as the typical form observed in most documented specimens and photographic records. Distinctive facial features include dark brown, rounded ears and two whitish streaks extending from the inner eyes to the whitish chin and throat, with darker markings sometimes forming an M-shape on the forehead. Color variations occur, with a less common gray morph reported from both preserved specimens and camera-trap images, potentially indicating polymorphism similar to that in related felids like the Asiatic golden cat. Intermediate forms blending reddish and gray tones have been described, alongside rarer dark bluish-slate gray phases and possible melanistic individuals, though the latter remain unconfirmed in living populations. Examination of grayish-black specimens reveals an underlying reddish tint in the pelage, suggesting these variants may not represent true melanism but rather extreme darkening of the base color. Such diversity in coat coloration may confer adaptive advantages in Borneo's varied forest environments, though empirical data on prevalence and ecological correlations remain limited due to the species' rarity.

Distribution and habitat

Geographic range

The bay cat (Catopuma badia) is endemic to the island of , with no confirmed records outside this region. Its distribution spans the Malaysian states of and , as well as Indonesian (including Central, East, and West divisions), but excludes and , where no verified occurrences have been documented despite surveys. Confirmed records, primarily from camera traps since 2002 and historical specimens, indicate presence across diverse forested habitats, including lowland, hill, and montane areas. Key sites include Mulu and Lanjak Entimau Wildlife Sanctuary in ; Danum Valley Conservation Area and Hills in ; and Gunung Palung , Kutai , and Kayan Mentarang in . To date, over 70 historical and recent records have been collated, though sightings remain rare and concentrated near water bodies such as rivers. Habitat suitability models predict a continuous covering much of interior forests, particularly hill and submontane elevations, with potential extension into remaining lowland areas, though southeastern Borneo shows sparser evidence. Absence in areas like the Sebangau peat-swamp forest, confirmed by decade-long surveys, highlights gaps possibly linked to unsuitable preferences. Overall, the ' range is estimated to align with extensive forested tracts, but ongoing habitat loss continues to fragment potential occupancy.

Habitat preferences and adaptability

The Bay cat (Catopuma badia) primarily occupies dense tropical forests in Borneo, showing a strong preference for lowland and hill dipterocarp forests within the island's interior regions. Habitat suitability models predict high occurrence in contiguous areas of hill forest, with reduced suitability in fragmented or coastal zones, including mangroves and extensive peat swamps. Elevations range from near sea level to approximately 1,000 meters, encompassing both primary upland forests and occasionally rocky limestone terrains. Records indicate the species avoids extreme lowlands but has been documented in diverse forest types, such as riverine forests, , and even peat swamp and heath forests—habitats previously considered marginal. These findings, from camera traps in 2017, expand known habitat use beyond initial models that emphasized dipterocarp dominance. While largely forest-dependent, the Bay cat exhibits limited adaptability to disturbance, with confirmed presence in logged and secondary forests, potentially allowing persistence in moderately altered landscapes. However, extensive poses a severe threat, as the species shows low tolerance for and conversion to non-forest land uses. Lower montane forests may serve as connectivity corridors rather than core habitats.

Behavior

Activity patterns and sociality

The bay cat (Catopuma badia) displays primarily diurnal activity patterns, with data from multiple Bornean sites indicating peak activity during daylight hours and minimal nocturnal detections. Earlier assumptions of , based on limited anecdotal reports, have been refuted by photographic evidence showing individuals active from dawn through midday, often overlapping temporally with sympatric felids like the (Pardofelis marmorata). This diel rhythm aligns with the species' exploitation of forested habitats where visibility and prey availability favor daytime foraging, though activity may shift seasonally or in response to human disturbance. Social structure in the bay cat remains poorly documented due to its rarity and elusiveness, with no confirmed observations of or behaviors. Available evidence from scattered records and indirect signs, such as solitary scent markings and track patterns, suggests a solitary typical of small- to medium-sized felids, where adults maintain exclusive territories with minimal inter-individual contact except during . Home range estimates derived from radio-telemetry attempts (though limited by small sample sizes) indicate territorial overlaps primarily between sexes, supporting inferences of rather than kin-based groups. Further research is needed to clarify potential flexibility in , as current data derive from fewer than 20 independent records across since 2000.

Diet and hunting strategies

The diet of the Bay cat (Catopuma badia) remains largely undocumented due to the species' extreme rarity and elusiveness, with no confirmed prey items identified through direct observation, scat analysis, or stomach content examination. As a small felid adapted to Bornean tropical forests, it is presumed to be primarily carnivorous, targeting terrestrial vertebrates such as small mammals (e.g., and squirrels), birds, and possibly monkeys or reptiles, based on its body size, , and overlap with related species like the (Catopuma temminckii). Local reports and morphological inferences suggest opportunistic scavenging of carrion may supplement live prey when available, though this lacks empirical verification. Hunting strategies are inferred rather than observed, with the Bay cat likely employing solitary and tactics suited to dense vegetation, leveraging its agile build and cryptic coloration for stealthy approaches. Camera trap data indicate a predominantly diurnal activity pattern, with peak activity before noon, potentially aligning hunts with periods of heightened prey vulnerability in the canopy or layer. Unlike more arboreal felids, Bay cats appear to mainly but may pursue tree-dwelling prey, reflecting partial adaptability to Borneo's stratified habitats; however, spatial ecology details, including size and pursuit methods, are unknown absent targeted studies.

Reproduction

Mating systems

The mating system of the Bay cat (Catopuma badia) remains largely undocumented, reflecting the species' extreme elusiveness and low in Borneo's forests, which preclude direct observations of reproductive behaviors in the wild. No records exist of rituals, territorial interactions between sexes, or seasonality, despite camera-trap surveys yielding sporadic sightings since the first photographic evidence in 1998. Like most felids, the Bay cat is presumed to exhibit a solitary with polygynous , wherein males seek multiple female partners during estrus, driven by female and resource dispersion in tropical habitats; however, this inference lacks species-specific confirmation and contrasts with the near-total absence of data on male-female encounters or paternal investment. Induced , typical across , likely governs reproduction, but gestation length, litter sizes beyond exceptional cases, and periods are unverified for wild populations. The only documented reproduction occurred in captivity, where a female produced a single , suggesting a low reproductive output that may contribute to the species' vulnerability; no subsequent attempts or current captive populations have been reported, limiting insights into viability or genetic . This scarcity of data underscores broader gaps in felid reproductive for understudied Southeast Asian endemics, where further hampers natural mating opportunities.

Development and lifespan

The reproductive development of the Bay cat (Catopuma badia) is largely undocumented, owing to the absence of observed wild , failed attempts at , and the species' extreme elusiveness in Bornean forests. No reliable records exist for length, which is presumed to align with the 60-70 day range typical of small felids, nor for litter sizes, though unverified historical accounts suggest possibly one per birth. Kittens are expected to be altricial—born helpless, , and reliant on the female for , nursing, and protection—consistent with patterns in related wild cats. Maternal care likely occurs in concealed dens formed from natural cavities or dense undergrowth, minimizing exposure to predators during the vulnerable early stages, though direct evidence is absent. Ontogenetic growth rates and weaning timelines remain unstudied, with juveniles inferred to achieve independence after several months based on felid analogs, potentially reaching around 1-2 years as in similar-sized species. The lifespan of Bay cats is unknown in both wild and captive contexts, with no longitudinal data available; speculative figures ranging from 8-14 years derive from extrapolations to congeners like the but lack validation through banding, camera traps, or necropsies. High juvenile mortality from habitat pressures and predation likely constrains average longevity, though adults may persist longer in intact forests.

Ecology

Interactions with prey and predators

The bay cat (Catopuma badia) functions as a in Bornean forests, primarily preying on small to medium-sized vertebrates through ambush tactics suited to dense vegetation. Its diet includes , squirrels, small monkeys, birds, and potentially reptiles, with hunting likely involving stealthy stalking and short bursts of speed rather than prolonged pursuits, inferred from its and the habitats it occupies. Direct observations of predation events remain absent due to the species' rarity and elusiveness, with dietary composition extrapolated from scat analysis of related felids and limited data showing co-occurrence with potential prey species. No natural predators of adult bay cats have been documented, reflecting the species' solitary lifestyle and the absence of larger carnivores capable of routinely targeting them in Borneo's ecosystem, where the (Neofelis diardi)—weighing up to 20 kg compared to the bay cat's 3–4 kg—represents the apex felid but shows no confirmed predation on bay cats. Juveniles may face risks from clouded leopards or other mid-sized carnivores, though evidence is lacking. Humans constitute the primary predator, with occasional killings for or in retaliation for perceived threats, exacerbating population declines amid pressures. Overall, the paucity of empirical data on these interactions underscores the need for targeted field studies, as current knowledge relies heavily on indirect inferences rather than verified observations.

Role in Bornean ecosystems

The bay cat (Catopuma badia) functions as a ground-foraging predator specializing in small vertebrates within Bornean ecosystems, with its diet comprising , birds, reptiles such as young monitor , and possibly . Observations indicate it targets areas with dense and high densities, such as selectively logged edges, suggesting a role in suppressing small mammal populations that could otherwise proliferate and exert pressure on vegetation through herbivory or . As a solitary, low-density estimated at fewer than 2,500 mature individuals island-wide, its predatory activity likely exerts localized top-down control on prey communities, contributing to trophic stability in the absence of competing large felids for these niches. In Borneo's carnivore guild, where the Sunda clouded leopard ( diardi) occupies the apex position targeting larger prey, the bay cat—typically weighing 3–4 kg—operates as a , bridging mid-trophic levels by regulating smaller herbivores and omnivores. This positioning may indirectly support by mitigating rodent-driven impacts on plants and ground-layer fauna, though empirical data on cascading effects, such as altered seedling recruitment or invertebrate dynamics, are lacking. Its primarily diurnal activity pattern, with some crepuscular and nocturnal bouts, facilitates overlap with active prey species, enhancing hunting efficiency in humid, multi-stratal forests. Despite these inferred functions, the bay cat's ecological role remains incompletely understood due to minimal field studies on , prey selection, and interaction strengths; prey species have not been systematically identified through analysis or direct observation. Population declines linked to could disrupt these regulatory dynamics, potentially leading to unchecked prey surges, as evidenced by broader patterns in felid-depleted tropical systems where mesopredator loss correlates with shifts in small abundance. Ongoing camera-trap surveys in protected areas like Sabah's Deramakot Reserve highlight its persistence in intact habitats, underscoring the need for targeted to quantify its contributions to .

Threats and human impacts

Habitat loss and fragmentation

The bay cat (Catopuma badia), endemic to Borneo, inhabits primary tropical rainforests, peat swamps, and lowland forests, habitats that have undergone extensive degradation. Deforestation for commercial logging and conversion to oil palm plantations represents the principal driver of habitat loss, with Borneo experiencing an average annual forest loss of 850,000 hectares between 1985 and 2005, projecting that only one-third of the island's forest cover would remain by 2020 if trends persisted. Between 1973 and 2015, approximately 50% of Borneo's rainforests were destroyed through combined effects of logging, agricultural expansion, and fires, directly contracting the species' suitable range. The IUCN estimates that the bay cat's potential area of occupancy declined by one-third by 2010, correlating with these losses and rendering the species unlikely to persist in secondary or heavily degraded forests. Habitat fragmentation exacerbates these pressures by isolating remnant forest patches, reducing connectivity for a low-density species estimated at fewer than 2,500 mature individuals. Modeling of habitat suitability indicates that ongoing fragmentation and degradation have critically diminished viable areas for the bay cat, with primary forests—essential for its arboreal and ground-level behaviors—now confined to scattered blocks amid expanding plantations and infrastructure. From 2000 to 2017, Borneo lost 6.04 million hectares of old-growth forest, equivalent to a 14% decline, further splintering habitats and hindering dispersal in a felid adapted to contiguous woodlands. Additional factors, such as at least 12 planned dams in Sarawak, Malaysia, threaten to inundate and divide remaining lowlands, amplifying isolation effects. These dynamics have driven inferred population declines exceeding 20% over recent decades, as the bay cat's dependence on intact primary leaves it vulnerable to , reduced prey availability, and increased human encroachment in fragmented landscapes. Conservation assessments underscore that without halting fragmentation, viable meta-populations may collapse, given the species' rarity and limited adaptability to modified environments.

Direct persecution and other factors

Direct persecution of the bay cat (Catopuma badia) primarily occurs through opportunistic and incidental capture in snares or traps set for other , though the extent remains poorly documented due to the animal's rarity and elusiveness. A 2007 assessment identified opportunistic as one of the principal threats alongside land-use changes, based on interviews with local communities and field surveys indicating occasional killings for or in retaliation for perceived threats to , despite limited evidence of livestock predation by this arboreal felid. Trapping for the pet trade or pelts has also been reported anecdotally, but lacks quantitative data and is not prioritized in formal threat assessments. Human-wildlife conflict appears minimal, as bay cats inhabit dense primary forests distant from human settlements, reducing encounters that might provoke persecution; however, expanding and agricultural frontiers may increase incidental shootings by workers or snares intended for ungulates and . The IUCN Cat Specialist Group notes that direct killing contributes less to population decline than habitat loss, with no systematic poaching pressure observed, unlike for larger Bornean felids such as the . Other factors, including , , or , have not been empirically linked to bay cat declines, owing to insufficient health monitoring or ecological studies; the species' isolation in Borneo's forests likely buffers it from domestic pathogens, but heightened human activity could introduce novel risks via habitat proximity. Population viability analyses remain hampered by data gaps, underscoring the need for targeted to quantify these secondary threats.

Debates on threat prioritization

Conservation biologists generally prioritize loss and fragmentation as the foremost threat to the Bay cat (Catopuma badia), attributing population declines primarily to for commercial , oil palm plantations, and agricultural expansion, which have reduced Borneo's cover by over 30% since 2000. This emphasis stems from the species' apparent dependence on intact lowland and hill , where even selective and diminish occupancy rates, as evidenced by camera-trap studies showing reduced detections in degraded . The IUCN Cat Specialist Group underscores protection as urgent, recommending expanded protected areas and anti- measures, given projections of further loss exceeding 50% by 2100 under current trends. A counterpoint emerges in assessments highlighting opportunistic hunting—via snares set for ungulates or —as a potentially equivalent or underappreciated driver, especially outside reserves where encroachment facilitates incidental captures. Researchers such as Ross et al. () argue that direct compounds habitat pressures, with the Bay cat's rarity (estimated at fewer than 2,500 mature individuals) making it susceptible to even sporadic mortality, though remains sparse due to the species' elusiveness. This view gains traction in regions like , where logging concessions overlap with snaring hotspots, prompting calls for integrated anti-poaching patrols alongside land-use zoning. The paucity of long-term population data fuels ongoing uncertainty in threat ranking, with some experts, including those from the Borneo Nature Foundation, cautioning that without targeted surveys, overemphasis on alone may overlook synergistic effects like disease transmission in fragmented landscapes or illegal pet trade targeting the cat's novelty. Prioritization debates thus advocate for multi-threat strategies, such as Appendix I listing to curb trade while bolstering enforcement in high-risk zones, reflecting a that neither nor can be addressed in isolation given Borneo's accelerating land-use pressures.

Conservation status

Population estimates and monitoring

The bay cat (Catopuma badia) population is estimated at fewer than 2,500 mature individuals across , with a more precise figure of approximately 2,200 derived from modeled densities of one individual per 100 km² in suitable . This estimate, unchanged since the species' Endangered listing by the IUCN in 2002, reflects ongoing habitat degradation and the absence of comprehensive surveys, rendering it a conservative projection rather than a direct . No captive populations exist to supplement wild numbers, and the is suspected to be even lower due to fragmentation and low densities. Direct population assessments remain challenging owing to the bay cat's elusive nature and low detectability, with historical scarcity of sightings—only three photographs prior to —limiting data to indirect methods like occupancy modeling and habitat extrapolation. Recent camera-trapping efforts have improved monitoring, though detection rates stay minimal; a 2024 study across 9,958 trap nights in Bornean forests recorded bay cats in just 12 events at 10 of numerous camera sites, indicating rarity even in targeted felid surveys. Organizations such as the Borneo Nature Foundation deploy camera traps along riverine corridors to capture crossings, yielding sporadic confirmations of presence but insufficient for density recalculations. Monitoring advancements include intensified camera networks in protected areas, with notable 2025 detections in and Maliau Basin Conservation Area via single-camera captures, highlighting persistence in remote forests but underscoring the need for multi-year, multi-site deployments of at least 10 cameras per study for robust activity and distribution data. These efforts reveal diel patterns—primarily diurnal activity—but emphasize gaps in understanding population trends, as continues to erode habitats without corresponding abundance metrics. Experts recommend expanded non-invasive genetic sampling from scats alongside camera traps to refine estimates, given the species' avoidance of baited or human-proximate methods. The bay cat (Catopuma badia) is classified as Endangered on the due to ongoing habitat loss and low population numbers. It is listed under Appendix II of the Convention on in of Wild Fauna and Flora (), which regulates international trade to prevent . The receives full legal protection across most of its range in , including prohibitions on hunting and trade in Indonesian and under national legislation in Malaysian and , though state-level authorities exert significant control over land use and enforcement. Confirmed records of the bay cat exist within several protected areas in , , such as the Danum Valley Conservation Area, Tawau Hills , and Tabin Wildlife Reserve. In , sightings have been documented in Pulong Tau and its extensions. Indonesian Kalimantan hosts potential habitat in large reserves like Kayan Mentarang , spanning 1,360,500 hectares, and Betung Kerihun , though direct confirmations remain sparse due to the species' elusiveness. Despite these protections, many recent sightings, including a new population in the Rungan Landscape, occur outside designated protected zones, highlighting gaps in coverage and the need for expanded conservation efforts amid persistent pressures.

Current efforts and challenges

Conservation efforts for the bay cat (Catopuma badia) focus on habitat protection within designated reserves and non-invasive monitoring techniques, as programs remain absent due to insufficient biological data. The species occurs in several protected areas across , including Danum Valley Conservation Area, Tawau Hills National Park, and Tabin Wildlife Reserve in , where enforcement aims to curb encroachment. Organizations such as the Borneo Nature Foundation conduct camera-trap surveys to document presence and behavior; a 2024 study across multiple sites recorded bay cats at 10 camera locations with a detection rate of 0.20 events per 100 camera days, revealing primarily nocturnal activity patterns distinct from sympatric felids like the Sunda cloud leopard. These efforts confirmed a previously undocumented population in the unprotected Rungan Landscape in 2023, prompting calls for expanded safeguards in similar high-potential areas. Major challenges stem from profound knowledge gaps regarding population estimates, habitat preferences, and precise threat dynamics, which limit targeted interventions and resource allocation. The bay cat's rarity—fewer than 20 independent photos exist historically—hampers ecological studies and fundraising, as donors prioritize more charismatic or data-rich species. Ongoing habitat fragmentation from commercial logging, palm oil expansion, and infrastructure development persists even near protected zones, driving inferred population declines without quantitative baselines for assessment. Supplementary pressures include incidental snaring in bushmeat trade, peatland fires, and climate-induced shifts, compounded by inadequate ranger capacity and cross-border coordination across Borneo's political divisions. Despite IUCN Endangered listing since 2002, with estimates below 2,500 mature individuals, conservation receives minimal dedicated funding relative to broader Bornean biodiversity initiatives.

Recent sightings and research advances

surveys conducted by the Borneo Nature Foundation in the Rungan Landscape of , Indonesian , captured video footage of a male bay cat in , confirming a new population approximately 64 kilometers southeast of the species' previously documented range. This finding, derived from 52 s deployed in collaboration with Muhammadiyah University and the , was published in Cats News by the IUCN Species Survival Commission's Cat Specialist Group, with the exact location withheld to mitigate risks from habitat loss and hunting pressures. Additional detections in Sabah's Ulu Segama Forest Reserve in 2023 provided photographic evidence of the species in selectively logged forests, underscoring its adaptability to modified habitats despite ongoing . These sightings contribute to a cumulative total of fewer than 200 verified records island-wide, reflecting the bay cat's extreme elusiveness even in targeted felid surveys. A peer-reviewed analysis published on September 15, 2024, examined data from 9,958 trap nights across multiple Bornean sites, documenting 12 independent bay cat events at 10 locations with a detection rate of 0.20 ± 0.61 events per 100 trap nights. The study, led by Maximilian L. Allen and Andrew T. L. Allan, established the species' predominantly diurnal activity pattern, peaking slightly before noon, which differs from the cathermal patterns of sympatric felids like the and suggests temporal niche partitioning to reduce competition or predation risk. Ongoing camera trapping efforts by organizations such as the Borneo Nature Foundation have also recorded daytime sightings in disturbed forests, expanding knowledge of the bay cat's behavioral flexibility and prompting refined suitability models for prioritization. Despite these advances, direct observations remain scarce, with researchers emphasizing that intensified non-invasive is essential to address knowledge gaps in , , and viability.

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