Dilli Paudel

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6 Article
2 Abstract
1 Conference paper
1 Software
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- 1 internal PhD, WU

6 results

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2024
Beyond assimilation of leaf area index: Leveraging additional spectral information using machine learning for site-specific soybean yield prediction
Gaso, D., Paudel, D., de Wit, A., Puntel, L., Mullissa, A. & Kooistra, L., 1 May 2024, In: Agricultural and Forest Meteorology. 351, 110022.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
2023
A weakly supervised framework for high-resolution crop yield forecasts
Paudel, D., Marcos, D., de Wit, A., Boogaard, H. & Athanasiadis, I., 1 Sept 2023, In: Environmental Research Letters. 18, 9, 094062.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
2 Citations (Scopus)
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 Access
34 Citations (Scopus)
2022
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 Access
61 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 Access
56 Citations (Scopus)
2021
Machine learning for large-scale crop yield forecasting
Paudel, D. R., Boogaard, H. L., de Wit, A. J. W., Janssen, S. J. C., Osinga, S. A., Pylianidis, C. & Athanasiadis, I. N., Feb 2021, In: Agricultural Systems. 187, 103016.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
159 Citations (Scopus)

Dilli Paudel, PhD

Research output

Search results

Beyond assimilation of leaf area index: Leveraging additional spectral information using machine learning for site-specific soybean yield prediction

A weakly supervised framework for high-resolution crop yield forecasts

Interpretability of deep learning models for crop yield forecasting

Big data in agriculture: Between opportunity and solution

Machine learning for regional crop yield forecasting in Europe

Machine learning for large-scale crop yield forecasting