# Videos

### 2024: biomod2 team videos

This video details all first steps of your biomod2 modeling, going from formating of your data, to defining of your modeling options, through pseudo-absences and cross-validation datasets.

Chapter | Theme | Timestamp
--- | --- | ---
Introduction to the package |  | 0:00
| 01. Functions hierarchy | 2:28
| DATA. biomod2 example | 3:54
FORMATING DATA | 02. Datasets | 4:14
| Dataset : 0/1 | 7:07
| Dataset : 0/1 + evaluation | 8:21
PSEUDO-ABSENCES |  | 9:08
| 03. Pseudo-absences | 9:39
| Dataset : only 1 + PA | 13:05
CROSS-VALIDATION | Dataset : 0/1 + CV | 16:35
| Dataset : only 1 + PA + CV | 18:39
MODELING OPTIONS | 04. Single models : packages | 19:49
| 05. Single models : options | 20:26
| Dataset : 0/1 + CV + OPT | 24:48
| Dataset : only 1 + PA + CV + OPT | 26:40

Chapters can be directly accessed to through timestamps in the video description on YouTube.

### 2020: Ecological Niche Modeling course

This course forms part of the Ecological Niche Modeling 2020 course, a jointly-taught, open-access course designed to provide a broad introduction to the use of niche modeling and distribution modeling tools in the broader field of distributional ecology. - A. Townsend Peterson

#### Introduction to `biomod2` package

#### Modeling single species

#### Modeling multiple species

#### `biomod2` specificities (pseudo-absences, variability)

#### Interface (package `ShinyBiomod`)