A deep learning framework for mitigating agricultural pollution: Quantifying and managing herbicide drift risk to non-target crops from UASS spraying
Huiyuan Zhang, Tongye Shi, Xiaofu Feng, Ziyan Liu, Zhaoyan Zhu, Mengran Yang, Changling Wang, Xiongkui He
Topics & Concepts
Environmental scienceAgricultural engineeringAgricultureDeep learningCropAgronomyAtrazinePesticidePrecision agricultureRisk assessmentPaddy fieldMetric (unit)ChlorpyrifosCroppingDeposition (geology)Reduction (mathematics)OperationalizationCrop yieldConvolutional neural networkPesticide applicationYield (engineering)Impact assessmentScalabilityField experimentPhytotoxicityArtificial intelligenceAgricultural machineryDNS root zoneVulnerability (computing)Risk managementComputer sciencePesticide and Herbicide Environmental StudiesPlant Surface Properties and TreatmentsPesticide Residue Analysis and Safety