Agriculture: Difference between revisions

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== Problem Areas ==

=== Precision ~~Agriculture~~ ===

=== Precision agriculture ===

Can increase the yield, reduce the need for tillage and fertilizers.

* Weed and pest detection

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* Farming assistant

=== Robotic ~~Agriculture~~ ===

=== Robotic agriculture ===

Development of autonomous robots for performing specific tasks on crops.

=== Monitoring ~~Agriculture~~ ===

=== Monitoring agriculture ===

* Estimating carbon in soil and soil health

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*[https://www.journals.elsevier.com/computers-and-electronics-in-agriculture Computers and Electronics in Agriculture]

*[https://www.springer.com/journal/11119 Precision Agriculture]

=== Workshops ===

* [https://www.cv4gc.org/cv4a2020/ Computer Vision for Agriculture], ICLR 2020

=== Groups and Labs ===

* [https://www.agriculture-vision.com/ Vision for Agriculture]

* [https://www.sydney.edu.au/engineering/our-research/robotics-and-intelligent-systems/australian-centre-for-field-robotics.html Australian Centre for Field Robotics]

== Library and Tools ==

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== Data ==

=== Remote ~~Sensing~~ ===

=== Remote sensing ===

[[Remote Sensing Datasets]] offers great opportunity to monitor agriculture and can be georeferenced to match ground measurements. In particular, [https://earthengine.google.com/ Google earth engine] offers a convenient interface over freely available satellite imagery such as [https://developers.google.com/earth-engine/datasets/catalog/landsat/ Landsat] and [https://developers.google.com/earth-engine/datasets/catalog/sentinel/ Sentinel].

=== Soil ~~Measurements~~ ===

=== Soil measurements ===

=== Kaggle ~~Datasets~~ ===

=== Kaggle datasets ===

* [https://www.kaggle.com/vbookshelf/v2-plant-seedlings-dataset Plant Seedlings Dataset]