Research output per year
Research output per year
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Dive into the research topics where Dilli Paudel is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Interpretability of deep learning models for crop yield forecasting
Paudel, D., de Wit, A., Boogaard, H., Marcos, D., Osinga, S. & Athanasiadis, I. N., Mar 2023, In: Computers and Electronics in Agriculture. 206, 14 p., 107663.Research output: Contribution to journal › Article › Academic › peer-review
Open Access2 Citations (Scopus) -
Machine learning for large-scale crop yield forecasting
Paudel, D., 2023, Wageningen: Wageningen University. 193 p.Research output: Thesis › internal PhD, WU
Open Access -
A weakly supervised framework for high-resolution crop yield forecasts
Paudel, D. R., Marcos Gonzalez, D., de Wit, A. J. W., Boogaard, H. L. & Athanasiadis, I. N., 18 May 2022. 10 p.Research output: Contribution to conference › Conference paper › Academic
Open Access -
Big data in agriculture: Between opportunity and solution
Osinga, S. A., Paudel, D., Mouzakitis, S. A. & Athanasiadis, I. N., Jan 2022, In: Agricultural Systems. 195, 103298.Research output: Contribution to journal › Article › Academic › peer-review
Open Access25 Citations (Scopus) -
Machine learning for regional crop yield forecasting in Europe
Paudel, D., Boogaard, H., de Wit, A., van der Velde, M., Claverie, M., Nisini, L., Janssen, S., Osinga, S. & Athanasiadis, I. N., 1 Feb 2022, In: Field Crops Research. 276, 108377.Research output: Contribution to journal › Article › Academic › peer-review
Open Access25 Citations (Scopus)
Datasets
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Sample data for "A weakly supervised framework for high resolution crop yield forecasts"
Paudel, D. (Creator), de Wit, A. (Creator) & Boogaard, H. (Creator), Wageningen University & Research, 18 May 2022
Dataset
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Sample data for "Machine learning for large-scale forecasting"
Paudel, D. (Creator), Boogaard, H. (Creator), de Wit, A. (Creator), Janssen, S. (Creator), Osinga, S. (Creator), Pylianidis, C. (Creator) & Athanasiadis, I. (Creator), Wageningen University & Research, 4 Jan 2021
Dataset
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Co-creating models with stakeholders
Dilli Paudel (Speaker)
Jun 2023Activity: Talk or presentation › Oral presentation › Academic
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A weakly supervised framework for high resolution crop yield forecasts
Dilli Paudel (Speaker)
Jul 2022Activity: Talk or presentation › Oral presentation › Academic
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A weakly supervised framework for high resolution crop yield forecasts
Dilli Paudel (Speaker)
2022Activity: Talk or presentation › Oral presentation › Academic
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A weakly supervised framework for high resolution crop yield forecasts
Dilli Paudel (Speaker)
29 Apr 2022Activity: Talk or presentation › Oral presentation › Academic
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Machine learning surrogates for crop models
Christos Pylianidis (Speaker), Frits van Evert (Contributor), Bernardo Maestrini (Contributor), Sjoukje Osinga (Contributor), Dilli Paudel (Contributor) & Ioannis Athanasiadis (Contributor)
14 Sept 2020 → 18 Sept 2020Activity: Talk or presentation › Oral presentation › Academic
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Machine learning for large-scale crop yield forecasting
Paudel, D., Athanasiadis, I., Tekinerdogan, B., Janssen, S. & Osinga, S.
1/03/19 → 13/06/23
Project: PhD