Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence 2019
DOI: 10.24963/ijcai.2019/818
|View full text |Cite
|
Sign up to set email alerts
|

Systematic Conservation Planning for Sustainable Land-use Policies: A Constrained Partitioning Approach to Reserve Selection and Design.

Abstract: Faced with natural habitat degradation, fragmentation, and destruction, it is a major challenge for environmental managers to implement sustainable land use policies promoting socioeconomic development and natural habitat conservation in a balanced way. Relying on artificial intelligence and operational research, reserve selection and design models can be of assistance. This paper introduces a partitioning approach based on Constraint Programming (CP) for the reserve selection and design problem, dealing with … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1

Citation Types

0
4
0

Year Published

2020
2020
2022
2022

Publication Types

Select...
2

Relationship

1
1

Authors

Journals

citations
Cited by 2 publications
(4 citation statements)
references
References 9 publications
0
4
0
Order By: Relevance
“…To determine whether two forest patches are structurally connected, which is required to calculate IIC (see Pascual‐Hortal & Saura, 2006), we used the smallest possible edge‐to‐edge distance threshold of at most one non‐forest cell. This distance threshold can be represented by the two‐wide‐four‐connected neighbourhood (Justeau‐Allaire et al., 2019). Two examples illustrating the construction of the landscape graph from a raster representation are provided in Figures 4 and 5.…”
Section: Methodsmentioning
confidence: 99%
See 2 more Smart Citations
“…To determine whether two forest patches are structurally connected, which is required to calculate IIC (see Pascual‐Hortal & Saura, 2006), we used the smallest possible edge‐to‐edge distance threshold of at most one non‐forest cell. This distance threshold can be represented by the two‐wide‐four‐connected neighbourhood (Justeau‐Allaire et al., 2019). Two examples illustrating the construction of the landscape graph from a raster representation are provided in Figures 4 and 5.…”
Section: Methodsmentioning
confidence: 99%
“…To solve this problem, we used the constraint‐based systematic conservation planning (SCP) framework briefly presented in the introduction (Justeau‐Allaire et al., 2019). As this framework relies on constraint programming (CP), we have provided a quick description of this technique's fundamental principles in Box 1.…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…Prioritizr is a recent tool based on mixed-integer linear programming. Unlike other widely used marine systematic conservation planning tools such as Marxan and its extensions, which relies on simulated annealing from metaheuristics [19], Prioritizr provides exact optimization solution but may fail with large problems (regarding a number of planning units and constraints) that are better studied with (meta)heuristics [46][47][48][49]. The level of complexity of the Gambier scenarios was still compatible with the Prioritizr toolbox, which offered suitable setting options.…”
mentioning
confidence: 99%