GILANG DWI NUGROHO
Biodiversity Study Club, Faculty of Mathematics and Natural Sciences, Universitas Sebelas Maret. Jl. Ir. Sutami 36A Surakarta 57126, Central Java, Indonesia

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Diversity, distribution, and habitat preferences of Selaginella in Java Island, Indonesia AHMAD DWI SETYAWAN; SUTARNO SUTARNO; SUGIYARTO SUGIYARTO; SUNARTO SUNARTO; GILANG DWI NUGROHO; MUHAMMAD NUR SULTON
Biodiversitas Journal of Biological Diversity Vol. 27 No. 4 (2026)
Publisher : Society for Indonesian Biodiversity

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/biodiv/d270442

Abstract

Abstract. Setyawan AD, Sutarno, Sugiyarto, Sunarto, Nugroho GD, Sulton MN. 2026. Diversity, distribution, and habitat preferences of Selaginella in Java Island, Indonesia. Biodiversitas 27 (4): d270442. https://doi.org/10.13057/biodiv/d270442. Selaginella (spike mosses) is an ancient lineage of vascular plants with broad ecological adaptability, yet comprehensive ecological assessments remain limited in many tropical regions. This study investigated the diversity, distribution, and habitat preferences of Selaginella across Java Island, Indonesia, along a broad elevational gradient. Field surveys and herbarium records collected between 2007 and 2021 yielded 1,962 occurrence records, comprising 1,362 field collections and 600 herbarium specimens from BO and GBIF. Species occurrences were classified into five elevational zones: colline (0-650 m), submontane (650-1,500 m), montane (1,500-2,400 m), subalpine (2,400-3,000 m), and alpine (>3,000 m). Species diversity indices, Indicator Value Analysis (IndVal), Paired Difference Index (PDI), bipartite networks, and habitat-association analyses were used to evaluate ecological patterns. A total of 21 Selaginella species and one unidentified taxon were recorded. Species richness was highest across the colline-montane zones (0-2,400 m asl), with the greatest concentration of species occurring in the submontane zone, where diversity also reached its highest value (H′ = 2.35). Dominant species included Selaginella plana (404 individuals), Selaginella ciliaris (387), Selaginella ornata (214), and Selaginella willdenowii (205), whereas several species exhibited restricted distributions and narrow habitat preferences. Community composition differed significantly among elevational zones (p<0.05), and indicator-species analyses identified distinct habitat associations, particularly within submontane environments. These findings underscore the influence of elevation on Selaginella distribution and highlight the vulnerability of lowland and highland species to threats such as climate warming and habitat fragmentation. Conservation efforts should adopt an elevation-based strategy, emphasizing the protection of humid lowland habitats and maintaining altitudinal corridors in mountainous regions to accommodate climate-driven shifts. Safeguarding Selaginella diversity is essential for preserving the ecological integrity of tropical forest ecosystems in Southeast Asia.
Modeling the current habitat suitability of genus Selaginella in Java, Indonesia AHMAD DWI SETYAWAN; SUTARNO SUTARNO; SUGIYARTO SUGIYARTO; SUNARTO SUNARTO; MUHAMMAD NUR SULTON; GILANG DWI NUGROHO; ILYAS NURSAMSI
Biodiversitas Journal of Biological Diversity Vol. 27 No. 3 (2026)
Publisher : Society for Indonesian Biodiversity

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.13057/biodiv/d270342

Abstract

Abstract. Setyawan AD, Sutarno, Sugiyarto, Sunarto, Sulton MN, Nugroho GD, Nursamsi I. 2026. Modeling the current habitat suitability of genus Selaginella in Java, Indonesia. Biodiversitas 27 (3): d270342. https://doi.org/10.13057/biodiv/d270342. Species Distribution Models (SDMs) have become essential tools in ecology, biogeography, biodiversity conservation, and natural resource management. Among the available approaches, Maximum Entropy (MaxEnt) is widely used to predict species distributions based on occurrence records and environmental variables. Selaginella (Selaginellaceae) is a lycophyte genus that depends on moist environmental conditions because free water is required for fertilization, making its distribution closely associated with climatic factors. This study aimed to model the current habitat suitability of Selaginella in Java, Indonesia, and to identify the climatic and topographic variables influencing its distribution. Occurrence records were compiled from field surveys, herbarium collections, and biodiversity databases, yielding 1,962 filtered records representing 21 accepted species and one unidentified accession. After data cleaning and 5-km spatial thinning, 811 occurrence records from 434 localities were retained for modeling. Twenty-two environmental predictors were evaluated, and model performance was assessed using cross-validation and Jackknife analyses. The MaxEnt model achieved good predictive performance (AUC = 0.811), indicating reasonably reliable discrimination between suitable and unsuitable habitats. Habitat suitability was primarily influenced by elevation (28.9%), Solar Radiation in April (19.4%), Precipitation of the Warmest Quarter (17.2%), and Annual Precipitation (17.0%). Response curves indicated optimal suitability at elevations of approximately 1,000–1,500 m above sea level under humid climatic conditions with high annual rainfall. Suitable habitats covered approximately 63,870.41 km², representing 49.19% of Java’s land area, and were concentrated in mountainous regions of West Java, Central Java, East Java, and the Dieng Plateau. These findings demonstrate that climatic and topographic conditions strongly influence the distribution of Selaginella in Java and provide a valuable baseline for conservation planning, habitat management, and future climate-change assessments.