precision-agriculture
Precision agriculture is a data-driven management approach that gathers and analyzes temporal, spatial, and individual plant information to guide agricultural decisions. For plant science, this technique enables detailed investigation of how plants respond to environmental conditions and management practices at the individual plant level. By integrating granular plant-level observations with broader agronomic data, precision agriculture advances both research understanding and practical crop production outcomes.
open_in_new WikipediaNanomaterials for Enhancing Agricultural Stress Resilience.
The tomatoes and wheat behind your next meal could survive droughts and disease outbreaks far bet...
Recent Advances in the Detection of Plant Diseases Based on the CRI...
Faster, cheaper disease tests mean a farmer can confirm whether their wheat field has rust fungus...
Image-based machine learning models for customized soil moisture ma...
Smarter, plant-by-plant watering could mean fresher produce at the grocery store, less water wast...
On-site, highly-sensitive and multi-signal detection of cucumber ba...
The cucumbers at your farmers market or in your garden are vulnerable to fast-spreading bacterial...
UniTriRob: a robust machine learning regression model for predictin...
Smarter yield prediction means fresher, cheaper lettuce grown locally year-round — reducing the l...
LSTM-GRU hybrid model for multi-layer microclimate prediction in so...
Tomatoes and cucumbers growing in your local greenhouse could soon benefit from AI that keeps the...
Innovative approaches to mitigating persistent toxic substances and...
The vegetables and grains you eat may carry invisible chemical baggage — heavy metals, industrial...
Deep convolutional models for robust multi-crop disease recognition...
If you grow tomatoes, potatoes, or grapes in your backyard and something starts going wrong with ...
Continuous monitoring of plant water potential: sensor-based approa...
Knowing exactly when the tomatoes in your garden or the trees on your street are dangerously thir...
Phenological growth phases of dwarf apple trees: coding and descrip...
Knowing exactly when your apple tree is budding, flowering, or setting fruit lets you time your w...
Geostatistical spatial mapping of soil potassium fractions and targ...
Knowing exactly where your apple tree's soil is potassium-poor — rather than guessing and over-fe...
Predicting complex phenotypes using multi-omics data in maize.
Corn breeders using these methods could develop varieties that hold up better in your region's sh...
Dual-Electrode Wearable Biosensors for In-Field MicroRNA Analysis i...
Imagine knowing your tomato plants are stressed by salt buildup days before the leaves start wilt...
Observing the invisible: X-ray CT for plant-microbe interactions.
Every shovelful of garden soil you turn is a landscape of tunnels, pores, and root highways that ...
Quantum sensing for precision agriculture and environmental monitor...
Sensors small enough to embed in your garden bed could one day tell you exactly which nutrients y...
Repeatability and Heritability of UAV-Derived Canopy Traits in a Ca...
Cassava feeds over 800 million people across Africa and the tropics, and drone-based breeding too...
Improving Nitrogen Use Efficiency in Wheat: Integrating Agronomic, ...
Every loaf of bread you bake carries a hidden environmental cost: the nitrogen fertilizer used to...
Efficient deep learning framework for arecanut disease detection us...
Arecanut palms supply the betel nut used in products consumed by hundreds of millions of people a...
Plant stress early detection through a low-cost multispectral devic...
Catching salt stress or drought in your tomatoes or peppers a week before the leaves start yellow...
Mapping soil salinity across depths using quantile regression fores...
Soil salinity is quietly devastating farmland worldwide — the same process threatening fields in ...
A Multi-Modal Dataset for Automated Phenological Stage Mapping in A...
Kiwifruit vines grown on a backyard pergola or a commercial trellis move through flowering in a n...
Omics-driven plant breeding through phenomics-enviromics crosstalk.
Crops bred with this kind of environmental awareness could thrive through the unpredictable heat ...
Plant nanobionic sensors based on near-infrared fluorescent single-...
Sensors that whisper what a plant is feeling from the inside — before leaves wilt, before fruit d...
Response surface optimization of imazethapyr dose and application t...
Faba beans are one of the few crops that fix their own nitrogen and can dramatically cut fertiliz...
Extracting cropping patterns from remotely sensed images in a mixed...
Every rice bowl, stir-fry vegetable, and cup of tea sourced from southern China comes from farmla...
