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UseOutlines Language: English Outlines: Item: Title: Integrating Eco-DRR into landslide susceptibility assessment: The critical role of eco-environmental factors Destination: mk:title Children: Item: Title: 1 Introduction Destination: mk:H1_1 Item: Title: 2 Methods Destination: mk:H1_2 Children: Item: Title: 2.1 Overview of the research methodological approach Destination: mk:H2_1 Item: Title: 2.2 Study area Destination: mk:H2_2 Item: Title: 2.3 Landslide inventory Destination: mk:H2_3 Item: Title: 2.4 Landslide conditioning factors Destination: mk:H2_4 Item: Title: 2.5 Modeling and performance analysis Destination: mk:H2_5 Item: Title: 3 Results Destination: mk:H1_3 Children: Item: Title: 3.1 Performance of multi-dimensional models Destination: mk:H2_6 Item: Title: 3.2 Single-dimensional model performance Destination: mk:H2_7 Item: Title: 3.3 Factor importance Destination: mk:H2_8 Item: Title: 4 Discussion Destination: mk:H1_4 Children: Item: Title: 4.1 Models integrating eco-environmental dimensions provide more accurate predictions Destination: mk:H2_9 Item: Title: 4.2 Eco-environmental factors, particularly dynamic ones, are key predictors of landslides Destination: mk:H2_10 Item: Title: 4.3 Contextualizing findings within Rwanda’s specific landslide dynamics Destination: mk:H2_11 Item: Title: 4.4 The synergy of multi-dimensional conditioning factors is key to enhancing LSAs within an Eco-DRR framework Destination: mk:H2_12 Item: Title: 4.5 Translating findings into Eco-DRR implementation Destination: mk:H2_13 Item: Title: 4.6 Effect of absence/presence ratio on model performance Destination: mk:H2_14 Item: Title: 4.7 Limitations and future directions Destination: mk:H2_15 Item: Title: 5 Conclusion Destination: mk:H1_5 Item: Title: CRediT authorship contribution statement Destination: mk:H1_6 Item: Title: Declaration of competing interest Destination: mk:HH1_3 Item: Title: Acknowledgements Destination: mk:HH1_4 Item: Title: Appendix A Supplementary 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Campos VoR 21st August 2025 Acrobat Distiller 8.1.0 (Windows) Eco-DRR,Landslide susceptibility assessment,Conditioning factors,Eco-environmental factors,Random forest 21st August 2025 10.1016/j.jenvman.2025.127043 noindex journal © 2025 The Authors. Published by Elsevier Ltd. 2025-10-01 1 October 2025 10.1016/j.jenvman.2025.127043 0301-4797 127043 Journal of Environmental Management 127043 https://doi.org/10.1016/j.jenvman.2025.127043 393 https://www.elsevier.com/tdm/tdmrep-policy.json 1 2025-08-20T14:06:06 Elsevier 2025-08-20T21:51:38 2025-08-20T21:51:38 uuid:1b499bed-4ce8-4c0c-b682-0d58baae1cbe uuid:b6ed5266-03cb-4855-90c0-636283357f42 True Pages: Page: Label: 1 Annotations: Annotation: Subtype: Link Rect: 117, 576, 121, 586 Flags: Print Destination: 2653 Annotation: Subtype: Link Rect: 190, 576, 195, 586 Flags: Print Destination: 2653 Annotation: Subtype: Link Rect: 197, 576, 201, 586 Flags: Print Destination: 2653 Annotation: Subtype: Link Rect: 204, 576, 208, 586 Flags: Print Destination: 2653 Annotation: Subtype: Link Rect: 208, 574, 217, 582 Flags: Print Annotation: Subtype: Link Rect: 208, 571, 217, 582 Flags: Print Annotation: Subtype: Link Rect: 306, 576, 309, 586 Flags: Print Destination: 2653 Annotation: Subtype: Link 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