Technological revolutions in smart farming: Current trends, challenges & future directions
With increasing population, the demand for agricultural productivity is rising to meet the goal
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …
of “Zero Hunger”. Consequently, farmers have optimized the agricultural activities in a …
A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications
The globe's population is increasing day by day, which causes the severe problem of
organic food for everyone. Farmers are becoming progressively conscious of the need to …
organic food for everyone. Farmers are becoming progressively conscious of the need to …
A review on the practice of big data analysis in agriculture
To tackle the increasing challenges of agricultural production, the complex agricultural
ecosystems need to be better understood. This can happen by means of modern digital …
ecosystems need to be better understood. This can happen by means of modern digital …
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
Accurate and timely spatial classification of crop types based on remote sensing data is
important for both scientific and practical purposes. Spatially explicit crop-type information …
important for both scientific and practical purposes. Spatially explicit crop-type information …
3D convolutional neural networks for crop classification with multi-temporal remote sensing images
This study describes a novel three-dimensional (3D) convolutional neural networks (CNN)
based method that automatically classifies crops from spatio-temporal remote sensing …
based method that automatically classifies crops from spatio-temporal remote sensing …
Map** paddy rice planting area in northeastern Asia with Landsat 8 images, phenology-based algorithm and Google Earth Engine
J Dong, X ** practices: A review
For agronomic, environmental, and economic reasons, the need for spatialized information
about agricultural practices is expected to rapidly increase. In this context, we reviewed the …
about agricultural practices is expected to rapidly increase. In this context, we reviewed the …
[HTML][HTML] Multiple crop** systems of the world and the potential for increasing crop** intensity
Multiple crop**, defined as harvesting more than once a year, is a widespread land
management strategy in tropical and subtropical agriculture. It is a way of intensifying …
management strategy in tropical and subtropical agriculture. It is a way of intensifying …
Automated in-season map** of winter wheat in China with training data generation and model transfer
Accurate and timely information on winter wheat spatial distribution is essential for food
security and environmental sustainability. However, high-quality nation-wide winter wheat …
security and environmental sustainability. However, high-quality nation-wide winter wheat …