Research output per year
Research output per year
Personal profile
Research
My research works on integrating satellite remote sensing and a crop growth model (LPJ-GUESS) for improving the assessment of climate change impacts on crop yields in Sweden using the latest IPCC climate scenarios.
Subject classification (UKÄ)
- Agricultural Science
- Physical Geography
Free keywords
- Remote Sensing
- Machine Learning
- LPJ-GUESS
- Climate Change
- Evapotranspiration
- Model Calibration
- Agricultural Science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 13 Climate Action
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Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Divergent crop mapping accuracies across different field types in smallholder farming regions
Huang, X., Vrieling, A., Dou , Y., Li, X. & Nelson, A., 2025 May, In: International Journal of Applied Earth Observation and Geoinformation. 139, 104559.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving crop yield prediction in Sweden using satellite remote sensing and the ecosystem model LPJ-GUESS
Li, X., 2025 Mar 24, Lunds universitet. 69 p.Research output: Thesis › Doctoral Thesis (compilation)
File411 Downloads (Pure) -
Estimation of district-level spring barley yield in southern Sweden using multi-source satellite data and random forest approach
Li, X., Jin, H., Eklundh, L., Bouras, E. H., Olsson, P.-O., Cai, Z., Ardö, J. & Duan, Z., 2024 Sept 25, In: International Journal of Applied Earth Observation and Geoinformation. 134, 104183Research output: Contribution to journal › Article › peer-review
Open Access -
A combined extended triple collocation and cumulative distribution function merging framework for improved daily precipitation estimates over mainland China
Wei, L., Jiang, S., Dong, J., Ren, L., Yong, B., Yang, B., Li, X. & Duan, Z., 2024 Sept, In: Journal of Hydrology. 641, 131757.Research output: Contribution to journal › Article › peer-review
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Crop model calibration at multiple spatial levels in southern Sweden using leaf area index, evapotranspiration and winter wheat yield data
Li, X., Zhang, W., Wu, M., Zhou, H., Olin, S., Bouras, E. H., Thapa, S. & Duan, Z., 2024 Apr 14.Research output: Contribution to conference › Poster
Open AccessFile8 Downloads (Pure)
Projects
- 1 Finished
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Improving crop yield prediction in Sweden using satellite remote sensing and the ecosystem model LPJ-GUESS
Li, X. (Researcher), Duan, Z. (Supervisor) & Zhang, W. (Assistant supervisor)
2021/02/01 → 2025/04/25
Project: Dissertation
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ERC writing retreat
Rydälv, C. (Organiser), Phillips, J. (Role not specified), Gidlöf, K. (Role not specified), Hydén Picasso, S. (Role not specified), Alm, A.-K. (Role not specified), Aleklett Kadish, K. (Role not specified), Stripple, J. (Role not specified), Eckes-Shephard, A. (Role not specified), Engström, L. (Role not specified), Zhang, E. (Role not specified), Borg, M. (Role not specified), Nicholas, K. (Role not specified), Lundberg, B. (Role not specified), Scharbrodt, O. (Role not specified), Brandstedt, E. (Role not specified), Roll, M. (Role not specified), Herbertsson, L. (Role not specified), Sidemo Holm, W. (Role not specified) & Li, X. (Role not specified)
2026 Apr 7Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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Side-event for early career researchers, Swedish Climate Symposium 2024
Sjöström, C. (Organiser), Prieto, C. (Organiser), Hachfeld, B. (Organiser), Schultze, A. (Participant), Quiroga, C. (Participant), Ganslandt, E. (Participant), Axebrink, E. (Participant), Enström, E. (Participant), Ekström, H. (Participant), Marsh, H. (Participant), Guo, R. (Participant), Singh, S. (Participant), Li, X. (Participant), Zhu, Y. (Participant), Jadav, A. (Participant), Blomqvist, S. (Participant), Islam, M. R. (Participant), Ochsner, M. (Participant), Widengren, V. (Participant), Gustafson, A. (Participant), Braun, V. (Participant), Eriksson, V. (Participant), Robinson, A. (Participant), Stankovic, A. (Participant), Hamm, A. (Participant), Lindao, D. (Participant), Vermassen, F. (Participant), Wiskandt, J. (Participant), Ngou, J. (Participant), Power, K. (Participant), Contizanetti, M. (Participant), Dewey, M. (Participant), Montenegro, P. (Participant), Naik, T. (Participant), Krouma, M. (Participant), Lotcheris, R. (Participant), Salmon, B. (Participant), Stanley, A. (Participant), Scheuber, C.-M. (Participant), Schick, E. (Participant), Renzullo, J. (Participant), Müller, P. (Participant), Nayak, S. (Participant) & Castillo, Z. (Participant)
2024 May 15 → 2024 May 17Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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Double up and double down: linking the global climate and biodiversity crises to bring about fast, fair and transformative change
Sjöström, C. (Organiser), Nikoleris, L. (Organiser), Kong, X. (Organiser), Nicholas, K. (Invited speaker), Klingberg, J. (Invited speaker), Sterner, T. (Invited speaker), Rzepczynska, A. (Participant), Ashish, A. (Participant), Volle, C. (Participant), Renette, C. (Participant), Quiroga, C. (Participant), Enström, E. (Session chair), Knapen, M. (Participant), Severinson, J. (Participant), Guo, R. (Participant), Braun, V. (Participant), Geretti, V. (Participant), Tejler, W. (Participant), Axebrink, E. (Participant), Marsh, H. (Participant), Aronsson, H. (Participant), Karamihalaki, M. (Participant), Kappelt, N. (Participant), Jean Leonce Manzi, O. (Participant), Tao, Q. (Participant), Islam, M. R. (Participant), Singh, S. (Session chair), Brachmann, C. (Participant), Weber, J. (Participant) & Li, X. (Participant)
2023 Sept 13 → 2023 Sept 15Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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ClimBEco graduate research school winter meeting 2023
Sjöström, C. (Organiser), van Meeningen, Y. (Organiser), Kong, X. (Organiser), Möller, R. (Invited speaker), Bergkvist, J. (Presenter), Tájmel, D. (Presenter), Nilsson, L. (Presenter), Evander, U. (Presenter), Axebrink, E. (Presenter), Marsh, H. (Presenter), Tao, Q. (Presenter), Fauré, N. (Presenter), Blomqvist, S. (Presenter), Islam, M. R. (Presenter), Ekström, H. (Presenter), Zani, D. (Presenter), Zhou, H. (Presenter), de Jonge, R. W. (Presenter), Li, X. (Presenter), Svenhag, C. (Presenter), Sovann, C. (Presenter), Aronsson, H. (Presenter), Karamihalaki, M. (Presenter), Müller, M. (Presenter) & Droste, N. (Participant)
2023 Jan 11 → 2023 Jan 12Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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Triple collocation-based merging of multi-source gridded evapotranspiration data in the Nordic Region
Li, X. (Presenter)
2022 Dec 14Activity: Talk or presentation › Presentation
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