Yield prediction with machine learning algorithms and satellite images

Journal of the Science of Food and Agriculture ◽

10.1002/jsfa.10696 ◽

2020 ◽

Author(s):

Alireza Sharifi

Keyword(s):

Machine Learning ◽

Satellite Images ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Yield Prediction

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Detection of Slums from Very High-Resolution Satellite Images Using Machine Learning Algorithms: A Case Study of Fustat Area in Cairo, Egypt

Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES) ◽

10.5109/4102491 ◽

2020 ◽

Vol 6 ◽

pp. 219-224

Author(s):

Muhammad Salem ◽

Naoki Tsurusaki ◽

Ahmed Eissa ◽

Taher Osman

Keyword(s):

Machine Learning ◽

High Resolution ◽

Satellite Images ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

High Resolution Satellite Images ◽

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Comparative assessment of environmental variables and machine learning algorithms for maize yield prediction in the US Midwest

Environmental Research Letters ◽

10.1088/1748-9326/ab7df9 ◽

2020 ◽

Vol 15 (6) ◽

pp. 064005

Author(s):

Yanghui Kang ◽

Mutlu Ozdogan ◽

Xiaojin Zhu ◽

Zhiwei Ye ◽

Christopher Hain ◽

...

Keyword(s):

Machine Learning ◽

Environmental Variables ◽

Learning Algorithms ◽

Maize Yield ◽

Comparative Assessment ◽

Machine Learning Algorithms ◽

Yield Prediction ◽

The Us ◽

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Wild blueberry yield prediction using a combination of computer simulation and machine learning algorithms

Computers and Electronics in Agriculture ◽

10.1016/j.compag.2020.105778 ◽

2020 ◽

Vol 178 ◽

pp. 105778 ◽

Author(s):

Efrem Yohannes Obsie ◽

Hongchun Qu ◽

Francis Drummond

Keyword(s):

Machine Learning ◽

Computer Simulation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Yield Prediction ◽

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Assessment of Machine Learning Algorithms for Automatic Benthic Cover Monitoring and Mapping Using Towed Underwater Video Camera and High-Resolution Satellite Images

Remote Sensing ◽

10.3390/rs10050773 ◽

2018 ◽

Vol 10 (5) ◽

pp. 773 ◽

Author(s):

Hassan Mohamed ◽

Kazuo Nadaoka ◽

Takashi Nakamura

Keyword(s):

Machine Learning ◽

High Resolution ◽

Satellite Images ◽

Learning Algorithms ◽

Video Camera ◽

Machine Learning Algorithms ◽

Underwater Video ◽

High Resolution Satellite Images ◽

Underwater Video Camera

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Automated change detection in satellite images using machine learning algorithms for Delhi, India

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326109 ◽

2015 ◽

Author(s):

Abhishek Bhatt ◽

S. K. Ghosh ◽

Anil Kumar

Keyword(s):

Machine Learning ◽

Change Detection ◽

Satellite Images ◽

Learning Algorithms ◽

Machine Learning Algorithms

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A comparison of machine learning algorithms for regional wheat yield prediction using NDVI time series of SPOT-VGT

2016 Fifth International Conference on Agro-Geoinformatics (Agro-Geoinformatics) ◽

10.1109/agro-geoinformatics.2016.7577625 ◽

2016 ◽

Author(s):

Michiel Stas ◽

Jos Van Orshoven ◽

Qinghan Dong ◽

Stien Heremans ◽

Beier Zhang

Keyword(s):

Machine Learning ◽

Time Series ◽

Learning Algorithms ◽

Wheat Yield ◽

Machine Learning Algorithms ◽

Yield Prediction ◽

Ndvi Time Series

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Performance Evaluation of Machine Learning Algorithms for Urban Pattern Recognition from Multi-spectral Satellite Images

Remote Sensing ◽

10.3390/rs6042912 ◽

2014 ◽

Vol 6 (4) ◽

pp. 2912-2939 ◽

Author(s):

Marc Wieland ◽

Massimiliano Pittore

Keyword(s):

Machine Learning ◽

Pattern Recognition ◽

Performance Evaluation ◽

Satellite Images ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

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Assessment of land use land cover change detection in multitemporal satellite images using machine learning algorithms

10.1016/b978-0-12-824410-4.00006-4 ◽

2022 ◽

pp. 27-45

Author(s):

Mahalakshmi Murugan ◽

Rohini Selvaraj ◽

Sureshkumar Nagarajan

Keyword(s):

Machine Learning ◽

Land Use ◽

Change Detection ◽

Land Cover Change ◽

Satellite Images ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Land Use Land Cover ◽

Land Cover Change Detection

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Performance Evaluation of Best Feature Subsets for Crop Yield Prediction Using Machine Learning Algorithms

Applied Artificial Intelligence ◽

10.1080/08839514.2019.1592343 ◽

2019 ◽

Vol 33 (7) ◽

pp. 621-642 ◽

Author(s):

Maya Gopal P. S. ◽

Bhargavi R.

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Yield Prediction

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Crop Yield Prediction Using Machine Learning Algorithms

2019 Fifth International Conference on Image Information Processing (ICIIP) ◽

10.1109/iciip47207.2019.8985951 ◽

2019 ◽

Author(s):

Aruvansh Nigam ◽

Saksham Garg ◽

Archit Agrawal ◽

Parul Agrawal

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Yield Prediction

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