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Predicting the yield of agricultural crops
INTERNATIONAL AGRICULTURAL JOURNALOne of the most promising areas in crop yield forecasting is the use of time series (time series) value analysis methods, which make it possible to analyze the historical dynamics of crop production in the Krasnodar Territory and identify stable trends and cyclical fluctuations. Based on the identified irregularities, it is possible to build short- and
Andrey Kukharenko +2 more
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A Machine Learning Approach for Crop Prediction and Crop Yield Prediction
2021Agriculture is the major source of food supply for the man-kind. In the light of decreasing crop production currently, deciding the right crop for the harvestable land has become the crucial criteria of agriculture. Therefore, we have pro-posed a method which helps in suggesting the most suitable crop for a specific land and predict its yield based on ...
Patel, M. N. Charish +4 more
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Crop-Yield Prediction and Crop Recommendation System
SSRN Electronic Journal, 2022Dishant Israni +4 more
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AI Based Crop Yield Prediction
International Journal of Innovative Science and Research TechnologyAgricultural productivity has a key role in ensuring food availability, promoting economic resilience, and supporting the long-term well-being of rural communities. This work focuses on harnessing machine learning to better crop production prediction by assessing critical agricultural characteristics like precipitation, temperature, humidity, pH, and ...
Shital Sapkal +3 more
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Evaluation of an Ensemble Technique for Prediction of Crop Yield
Proceedings of the 5th International Conference on Information Management & Machine Intelligence, 2023Sankareswari K, Sujatha G
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Crop Yield Prediction and Recommendation System
2022 IEEE Pune Section International Conference (PuneCon), 2022Sagar Raskar +3 more
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Deep learning for crop yield prediction: a systematic literature review
New Zealand Journal of Crop and Horticultural Science, 2023Cagatay Caṫal, Ayalew Kassahun
exaly
Crop yield prediction using machine learning: A systematic literature review
Computers and Electronics in Agriculture, 2020Ayalew Kassahun, Cagatay Caṫal
exaly
Spatial prediction of agricultural crop yield
2010The aim of this paper is to present a method for the spatial prediction of agricultural crop yield. This estimation represents an essential issue in the definition of the economic policy of a country. Agricultural data are usually represented by spatially distributed observations and the corresponding statistical analysis is often based on the ...
POSTIGLIONE, PAOLO +2 more
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