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Climatic Niche Dynamics of Lantana camara from Its Native to Invasive Range: Implications for Invasion Risk in Nepal

This study reveals that *Lantana camara* exhibits high climatic niche stability between its native and invasive ranges in South/Southeast Asia, yet its current distribution in Nepal occupies only a fraction of the available suitable climate space, suggesting significant future invasion risk despite divergent model projections.

Original authors: Dhirendra Kumar Pradhan, Rajesh Kumar Rai, Bir Bahadur Khanal Chhetri, Sunita Ulak, Nishan Baral, Bharat Babu Shrestha

Published 2026-10-23
📖 5 min read🧠 Deep dive

Original authors: Dhirendra Kumar Pradhan, Rajesh Kumar Rai, Bir Bahadur Khanal Chhetri, Sunita Ulak, Nishan Baral, Bharat Babu Shrestha

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine a plant that has traveled the world, moving from its home in the Americas to become one of the most successful invaders on Earth. This is Lantana camara, a shrub that forms dense, impenetrable thickets, choking out native forests and changing the very nature of the ecosystems it enters. For scientists trying to protect their local environments, a critical question arises: when a plant moves to a new country, does it keep its original environmental preferences, or does it evolve to like a completely different climate? If the plant keeps its old preferences, scientists can use maps of its home range to predict where it will strike next. If it changes its preferences, those old maps become useless, and the plant could suddenly appear in places no one expected. This uncertainty makes it difficult for land managers to know where to focus their efforts.

In a recent study, researchers set out to solve this puzzle for Lantana camara as it moves through South and Southeast Asia, with a specific focus on Nepal. They wanted to know if the shrub's climate needs have shifted as it traveled from its native home in the Neotropics to its current invasive strongholds in Asia. To do this, they gathered thousands of recorded sightings of the plant from its native range, its invasive range in Asia, and specifically within Nepal. They then used these records to build two separate computer models: one trained only on data from the plant's native home, and another trained only on data from its invasive Asian range. By comparing how these two models predicted the future spread of the plant in Nepal, the team could see if the plant's behavior had changed or if it remained consistent.

The results revealed a story of remarkable consistency. The researchers found that the climatic niche of Lantana camara—the specific range of temperatures and rainfall it can tolerate—has remained almost entirely stable as it moved from the Americas to Asia and into Nepal. The study showed that 98.5 percent of the conditions the plant occupies in its invasive Asian range are the same conditions it occupies in its native home. There was almost no evidence of the plant expanding into new, unfamiliar climates; it has simply moved into places that already matched its original needs. This high degree of stability suggests that the plant has not fundamentally changed its biological requirements to survive in Asia. However, the study also uncovered a significant gap in the plant's current spread. While the climate in Nepal is suitable for the plant in many areas, the shrub has not yet reached all of those places. About 30 percent of the climatic space available in Nepal remains unoccupied, meaning the plant could potentially spread much further than it currently has, simply because it has not yet arrived there, not because the climate is too harsh.

When the researchers projected their two different models onto the map of Nepal, they found that the models largely agreed on where the plant could survive. Both models identified about half of the country as suitable habitat, and both agreed that another third was unsuitable. However, there was a zone of disagreement covering roughly 16 percent of the land. In some areas, the model trained on native data said the climate was suitable, while the model trained on invasive data said it was not, and vice versa. The researchers investigated whether this disagreement was caused by the plant encountering entirely new, strange climates in Nepal that neither model had seen before. They found this was not the case. The disagreement was not due to the plant facing novel conditions, but rather because the two models simply weighed the importance of temperature and rainfall differently. The native model placed more weight on cold temperatures, while the invasive model focused more heavily on rainfall patterns.

This distinction is vital for managing the threat of the plant. The study suggests that the best strategy is to prioritize surveillance in the areas where both models agree the plant can survive, as these predictions carry the highest confidence. These areas include the southern lowlands of Nepal, where the risk to protected forests is already high. The areas where the models disagree should not be ignored as safe zones; instead, they should be treated as lower-confidence areas that need careful field verification. The substantial amount of unoccupied but suitable climate space in Nepal indicates that the plant's spread is currently limited more by how far it has been able to travel and how many seeds have been carried by humans or animals, rather than by the climate itself. The study concludes that as long as the plant continues to move into these already suitable areas, it will likely continue to expand its territory, making early detection and management in these climatically friendly zones essential for protecting Nepal's natural landscapes.

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