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" ... Imagine having at least 40 essential processes to keep track of, excel at and monitor at the same time across a large farming area often measured in the hundreds of acres. Gaining insight into how weather, seasonal sunlight, migratory patterns of animals, birds, insects, use of specialized fertilizers, insecticides by crop, planting cycles and irrigation cycles all affect yield is a perfect problem for machine learning. How financially successful a crop cycle has never been more dependent on excellent data. That's why farmers, co-ops and agricultural development companies are doubling down on data-centric approaches and expanding the scope and scale of how they use AI and machine learning to improve agricultural yields and quality. The following are ten ways AI has the potential to improve agriculture in 2021: ... "
" ... In contrast to chemical pesticides, RNAi functions to prevent an essential protein from being made in the first place. Now for a little science…RNAi pesticides disrupt a targeted step in the process in which genetic information stored in the organism’s DNA is translated to make a protein. The molecule that RNAi insecticides binds to is messenger RNA (mRNA), an intermediary molecule in the transfer of information from DNA to the protein. An mRNA molecule contains the “instructions” for how to make a particular protein. So, designing an RNAi to recognize and bind to a specific region of an mRNA just in the target pest, but not in organisms you want to protect, is achievable, particularly with the vast array of modern genomics tools and data available to us today. ... "
" ... Obregon says she hopes her work contributes to the development of actions and policies which diminish the negative impact of the deforestation and insecticides on pollinators in tropical areas like Colombia's Andes mountain region. ... "
" ... The short answer: because insecticides are powerful drugs specifically tailored to affect their neurological system when directly aimed, and many will leave long-lasting residual effects. Nuclear bombs not directly aimed at cockroaches may miss them underground for long enough to allow for radiation to dissipate enough for their survival. ... "