A survey of biodiversity informatics: Concepts, practices, and challenges

LMR Gadelha Jr, PC de Siracusa… - … : Data Mining and …, 2021 - Wiley Online Library
The unprecedented size of the human population, along with its associated economic
activities, has an ever‐increasing impact on global environments. Across the world …

[PDF][PDF] Exploring data mining tool-Weka and using Weka to build and evaluate predictive models

KPS Attwal, AS Dhiman - Adv. Appl. Math. Sci, 2020 - mililink.com
WEKA is a Java based software suite which implements a large number of machine learning
algorithms. It can be used for performing different Data Mining tasks such as Data …

Common quandaries and their practical solutions in Bayesian network modeling

BG Marcot - Ecological Modelling, 2017 - Elsevier
Use and popularity of Bayesian network (BN) modeling has greatly expanded in recent
years, but many common problems remain. Here, I summarize key problems in BN model …

Multivariate Bayesian analysis to predict invasiveness of Phytophthora pathogens

BG Marcot, P Scott, TI Burgess - Ecosphere, 2023 - Wiley Online Library
Global concerns are many for the invasive impacts of Phytophthora pathogens on native
vegetation, agriculture, nurseries, and urban parks and gardens. We compiled a database of …

Modelling the distribution and compositional variation of plant communities at the continental scale

B Jiménez‐Alfaro, S Suárez‐Seoane… - Diversity and …, 2018 - Wiley Online Library
Aim We investigate whether (1) environmental predictors allow to delineate the distribution
of discrete community types at the continental scale and (2) how data completeness …

Machine learning approach to predict susceptible growth regions of Moringa peregrina (Forssk)

E Moradi, M Abdolshahnejad, MB Hassangavyar… - Ecological …, 2021 - Elsevier
Moving towards sustainable products and services in regions with fragile ecosystems needs
plant species such as Moringa peregrina (Forssk) that will contribute to the restoration of the …

[BOOK][B] The science and management of uncertainty: dealing with doubt in natural resource management

BG Marcot - 2020 - taylorfrancis.com
Uncertainty can take many forms, can be represented in many ways, and can have important
implications in decision-making and policy development. This book provides a rigorous …

[HTML][HTML] Fire management now and in the future: Will today's solutions still apply tomorrow?

E Marshall, BG Marcot, K Parkins… - Science of The Total …, 2024 - Elsevier
Climate change and fire management actions are the two key drivers of fire regime changes
now and into the future. The predicted effects of these drivers vary between regions and …

Applying data mining techniques for spatial distribution analysis of plant species co-occurrences

LAE Silva, MF Siqueira, F dos Santos Pinto… - Expert Systems with …, 2016 - Elsevier
The continuous growth of biodiversity databases has led to a search for techniques that can
assist researchers. This paper presents a method for the analysis of occurrences of pairs …

Analysing the relationship between land units and plant communities: the case of Socotra Island (Yemen)

F Attorre, A Issa, L Malatesta, A Adeeb… - Plant Biosystems-An …, 2014 - Taylor & Francis
The ecological land scape classification (ELC) allows the identification of homogeneous
land units (LUs), which are fundamental for investigation and management purposes. ELC is …