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ISSN: 19387024Center for Biodiversity and ConservationNetwork of Conservation Educators & PractitionersLESSONS IN CONSERVATION STUDIO ISSUEVOLUME 9 JANUARY 2019Network of Conservation Educators &
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01
Collect data on the species of interest, including its presence/absence data and environmental variables.
02
Prepare the environmental variables that will be used as predictor variables in the modeling process.
03
Split the data into training and testing datasets for model validation.
04
Choose an appropriate modeling algorithm for ecological-niche modeling, such as MaxEnt, Random Forest, or Artificial Neural Networks.
05
Run the chosen modeling algorithm using the training dataset to build the ecological-niche model.
06
Evaluate the performance of the model using the testing dataset and appropriate evaluation metrics, such as area under the receiver operating characteristic curve (AUC-ROC) or true skill statistic (TSS).
07
Fine-tune the model if necessary by adjusting model parameters or selecting different predictor variables.
08
Apply the finalized model to predict the potential distribution or habitat suitability of the species across the study area.
09
Interpret the results and draw conclusions about the ecological niche of the species.
10
Use the ecological-niche model outputs for various purposes, such as conservation planning, predicting species range shifts under climate change, or identifying suitable areas for reintroduction programs.

Who needs using ecological-niche modeling as?

01
Ecological-niche modeling is beneficial for scientists and researchers in the fields of ecology, conservation biology, biogeography, and biodiversity.
02
It is useful for understanding species distributions, predicting habitat suitability, identifying critical areas for conservation, and studying species responses to environmental changes.
03
Conservation organizations, land managers, and policy makers also benefit from ecological-niche modeling as it helps in making informed decisions about species conservation, land-use planning, and natural resource management.
04
Furthermore, ecological-niche modeling can be of interest to stakeholders involved in species monitoring, invasive species management, environmental impact assessments, and biodiversity assessments for different regions.
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Ecological-niche modeling is a tool used to predict species distributions based on environmental variables.
Researchers, conservationists, and environmental scientists may be required to use ecological-niche modeling for their studies or projects.
Ecological-niche modeling can be filled out by collecting data on species occurrences and environmental variables, and then running the model to generate predictions.
The purpose of using ecological-niche modeling is to understand and predict species distributions, study the impacts of environmental changes, and inform conservation efforts.
Information such as species occurrences, environmental variables, model parameters, and predicted distribution maps must be reported when using ecological-niche modeling.
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