Research output per year
Research output per year
Personal profile
Fields of Science
- 1171 Geosciences
- 1172 Environmental sciences
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation
Luo, Z., Heiskanen, J., Vuorinne, I., Ocholla, I. A., Zhang, S., Järvinen, S. M., Wang, X., Zhong, Y. & Pellikka, P., 8 Jan 2026, In: ISPRS Journal of Photogrammetry and Remote Sensing. 232, p. 638-655Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Comparison of deep and shallow one-class classifiers for detecting invasive Prosopis trees in Kenya from airborne hyperspectral data
Vuorinne, I., Heiskanen, J., Luo, Z., Ocholla, I., Kihungu, R. & Pellikka, P. K. E., May 2025, In: Ecological Indicators. 174, 15 p., 113465.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Ecosystem-scale crassulacean acid metabolism (CAM) gas exchange of a sisal (Agave sisalana) plantation
Skogberg, M., Kohonen, K. M., Lohila, A., Merbold, L., Räsänen, M., Vuorinne, I., Pellikka, P., Vesala, T. & Kübert, A., 1 Apr 2025, In: Agriculture, Ecosystems and Environment. 381, 10 p., 109435.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Remote sensing and computer vision for detection of water pans in agropastoral areas of Taita Taveta County in Kenya
Ogola, P. T., Ocholla, I. A., Vuorinne, I., Mjomba, M., Gettel, G., Heiskanen, J. & Pellikka, P., 2025, In: International Journal of Remote Sensing. 46Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile -
Earth observation for assessing the impact of land use change on climate, ecosystem services and climate smart agropastoralism Taita Hills, Kenya
Pellikka, P., Heiskanen, J., Belachew, K., Maeda, E., Abera, T., Wachiye, S. A., Vuorinne, I., Mwamodenyi, J. M., Johansson, T., Di Minin, E., Ocholla, I. A., Luo, Z., Tang, Z., Vesala, T., Luotamo, M. I. J., Munyao, M. N., Räsänen, M., Amara, E., Siljander, M. & Heikinheimo, V. & 3 others, , 23 Sept 2024.Research output: Conference materials › Poster
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REACT: Uudistuvat ja ilmastoviisaat maatalousjärjestelmät agroekologisella gradientilla Itä-Afrikassa (REACT)
Heiskanen, J. (Project manager), Mahmud, A. (Participant) & Vuorinne, I. (Participant)
01/09/2022 → 31/08/2026
Project: Research Council of Finland: Academy Project
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REACT: Uudistuvat ja ilmastoviisaat maatalousjärjestelmät agroekologisella gradientilla Itä-Afrikassa (REACT)
Pellikka, P. (Project manager), Autio, A. (Participant), Belachew, K. (Participant), Odhiambo, M. O. (Participant), Pirani, E. (Participant) & Vuorinne, I. (Participant)
01/09/2022 → 31/08/2026
Project: Research Council of Finland: Academy Project
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ESSA: Earth observation and environmental sensing for climate-smart sustainable agro-pastoralism ecosystem transformation in East Africa
Pellikka, P. (Principal Investigator), Johansson, T. (Project manager), Heiskanen, J. (Other), Abera, T. (Other), Vuorinne, I. (Other) & Hailu, B. (Other)
01/01/2021 → 31/12/2024
Project: Research project
Datasets
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Taita Taveta County, Kenya - 2020 Land cover map and reference database
Abera, T. (Creator), Vuorinne, I. (Creator), Munyao, M. N. (Creator), Pellikka, P. (Creator) & Heiskanen, J. (Creator), Mendeley Data, 15 Dec 2021
DOI: 10.17632/xv24ngy2dz.2, https://data.mendeley.com/datasets/xv24ngy2dz/2
Dataset
Prizes
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Taita Research Station MSc Thesis Award 2021
Aalto, I. J. (Recipient) & Vuorinne, I. (Recipient), 2 Jun 2021
Prize: Prizes and awards
Activities
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Supervision of Linda Pesonen's MSc thesis
Pellikka, P. (Supervisor), Heiskanen, J. (Supervisor) & Vuorinne, I. (Supervisor)
2024Activity: Examination types › Supervision of other thesis (Master's, Licentiate)
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Taita Research Station 10-year anniversary seminar
Pellikka, P. (Chair of organizing committee), Johansson, T. (Member of organizing committee) & Vuorinne, I. (Member of organizing committee)
28 Jan 2021Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars