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Record W7119569243

PLANT-WILDLIFE DYNAMICS IN THE TROPICAL RAINFOREST: PHENOLOGY, TROPHIC INTERACTIONS, AND HABITAT CONNECTIVITY

2025· dissertation· W7119569243 on OpenAlexaboutno aff
Adi Shabrani Bin Mohammad Ridzuan

Bibliographic record

VenueThe Mathematics Enthusiast · 2025
Typedissertation
Language
FieldEnvironmental Science
TopicWildlife Ecology and Conservation
Canadian institutionsnot available
Fundersnot available
KeywordsTrophic levelPhenologyRainforestDipterocarpaceaeFrugivoreDominance (genetics)HabitatTropical rainforestForaging
DOInot available

Abstract

fetched live from OpenAlex

The tropical rainforests of Borneo are particularly distinctive for their inter-annual phenology, with supra-annual mast fruiting events that cause dramatic fluctuations in fruit availability. Tracking its phenology is therefore vital for forest wildlife, especially frugivores and granivores whose populations depend on these resources. This dissertation investigates animal–habitat dynamics in Borneo, examining it from the perspective of plant phenology, animal responses, and restoration practices. In the first chapter, I examined phenological change in rainforests of Borneo, focusing on tracking dipterocarp tree flowering using unoccupied aerial vehicles (UAVs). Dipterocarps exhibit the supra-annual cycle, during which individual trees bloom for four to five weeks. This short duration, coupled with persistent cloud cover, makes it difficult to monitor flowering using space-borne remote sensing. I demonstrated that UAV imagery, with spatial resolutions ranging from 20 centimeters to 5 meters, can reliably distinguish flowering in individual trees, highlighting the potential of UAVs to provide large-scale, high-resolution phenological monitoring in tropical forests. In the second chapter, I investigated how the fruiting of dipterocarps influences habitat use across trophic levels, drawing parallels to bottom-up cascades observed in temperate systems. I tested whether pulses in dipterocarp fruit availability propagate through animal communities using Structural Equation Modelling (SEM). My results revealed that resource pulses significantly influenced certain primary consumers but had little detectable effect on secondary consumers. The lack of response at higher trophic levels suggests that tropical animal communities may be buffered against cascading effects of pulsed resources, perhaps due to the presence of alternative food sources or the dominance of large-bodied granivores that mostly lack predators. Because many tropical rainforest animals must remain mobile to track resources, maintaining and restoring landscape connectivity is essential to support their movements. In my final chapter, I conducted a systematic review of the literature on forest restoration in Malaysian Borneo to assess whether indicators reported included measures of wildlife connectivity. My analysis revealed that none of the reviewed studies incorporated landscape scale connectivity indicators, highlighting a major gap in ensuring restoration outcomes for wildlife. I outlined recommendations to improve restoration practices, especially towards achieving the Kunming–Montreal Global Biodiversity Framework Target 2.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.634
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.248
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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