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Tino Johansson

University of Helsinki

SCHOLARLY PAPERS

4

DOWNLOADS

262

TOTAL CITATIONS

1

Scholarly Papers (4)

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1.

Improving the Accuracy of Honey Bee Habitat Mapping Using Ensemble Learning and Multi-Source Satellite Data in Google Earth Engine

Number of pages: 25 Posted: 15 Mar 2024
Filagot Mengistu, Binyam Tesfaw Hailu, Temesgen Alemayehu Abera, Janne Heiskanen, Tadesse Terefe Zeleke, Tino Johansson and Petri K.E. Pellikka
Addis Ababa University, University of Helsinki, University of Helsinki, University of Helsinki, Addis Ababa University, University of Helsinki and University of Helsinki
Downloads 82 (796,622)
Citation 1

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honey bee habitat, Google Earth Engine, machine learning algorithms, agro-pastoral environment, ensemble learning

2.

Addressing Human–Elephant Conflicts in Taita Taveta County, Kenya: Integrating Species Distribution Modelling into Targeted Conservation Strategies

Number of pages: 23 Posted: 26 Jan 2024
Tino Johansson, Martha Munyao, Mika Siljander, Sakari Äärilä, Patrick Omondi and Petri K.E. Pellikka
University of Helsinki, Wildlife Research and Training Institute, affiliation not provided to SSRN, affiliation not provided to SSRN, Wildlife Research and Training Institute and University of Helsinki
Downloads 69 (891,180)

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Species Distribution Modelling, Human-elephant conflict, predictor, crop raiding, Kenya

3.

Assessment of Multiple Model Algorithms and an Ensemble Model to Predict Human–Elephant Conflict in Taita Taveta County, Kenya: Implications for Conservation

Number of pages: 54 Posted: 30 Dec 2024
Tino Johansson, Martha Munyao, Petri K.E. Pellikka, Sakari Äärilä, Patrick Omondi and Mika Siljander
University of Helsinki, Wildlife Research and Training Institute, University of Helsinki, affiliation not provided to SSRN, Wildlife Research and Training Institute and affiliation not provided to SSRN
Downloads 58 (1,010,164)

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Human-elephant conflict, Species distribution modelling, Ensemble modelling, Crop raiding, Kenya

4.

Scale-Dependent Honey Bee Habitat Fragmentation in East African Landscapes

Number of pages: 24 Posted: 13 Jun 2025
Filagot Mengistu, Binyam Tesfaw Hailu, Temesgen Alemayehu Abera, Janne Heiskanen, Tadesse Terefe Zeleke, Tino Johansson, Nkoba Kiatoko and Petri K.E. Pellikka
Addis Ababa University, University of Helsinki, affiliation not provided to SSRN, University of Helsinki, Addis Ababa University, University of Helsinki, Addis Ababa University and University of Helsinki
Downloads 53 (1,052,702)

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Habitat fragmentation, bees, landscape metrics, buffer analysis