Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network
F Waldner, FI Diakogiannis - Remote sensing of environment, 2020 - Elsevier
Applications of digital agricultural services often require either farmers or their advisers to
provide digital records of their field boundaries. Automatic extraction of field boundaries from …
provide digital records of their field boundaries. Automatic extraction of field boundaries from …
Crop mapping using supervised machine learning and deep learning: a systematic literature review
M Alami Machichi, E mansouri, Y Imani… - … Journal of Remote …, 2023 - Taylor & Francis
The ever-increasing global population presents a looming threat to food production. To meet
growing food demands while minimizing negative impacts on water and soil, agricultural …
growing food demands while minimizing negative impacts on water and soil, agricultural …
Impact of transnational land acquisitions on local food security and dietary diversity
Foreign investors have acquired approximately 90 million hectares of land for agriculture
over the past two decades. The effects of these investments on local food security remain …
over the past two decades. The effects of these investments on local food security remain …
Croplands intensify regional and global warming according to satellite observations
Croplands, occupying approximately 13% of the Earth's land surface, can dramatically alter
surface temperature via multiple biophysical processes. However, it remains unclear …
surface temperature via multiple biophysical processes. However, it remains unclear …
A phenology-based method to map cropping patterns under a wheat-maize rotation using remotely sensed time-series data
Agricultural land use and cropping patterns are closely related to food production, soil
degradation, water resource management, greenhouse gas emission, and regional climate …
degradation, water resource management, greenhouse gas emission, and regional climate …
Spatial global assessment of the pest Bagrada hilaris (Burmeister) (Heteroptera: Pentatomidae): current and future scenarios
Abstract Background The insect Bagrada hilaris (Burmeister) an important pest worldwide,
mainly due to the serious economic losses incurred and the large number of zones invaded …
mainly due to the serious economic losses incurred and the large number of zones invaded …
Conflation of expert and crowd reference data to validate global binary thematic maps
With the unprecedented availability of satellite data and the rise of global binary maps, the
collection of shared reference data sets should be fostered to allow systematic product …
collection of shared reference data sets should be fostered to allow systematic product …
Accuracy assessment of global food security-support analysis data (GFSAD) cropland extent maps produced at three different spatial resolutions
K Yadav, RG Congalton - Remote Sensing, 2018 - mdpi.com
Monitoring global agriculture systems relies on accurate and timely cropland information
acquired worldwide. Recently, the NASA Making Earth System Data Records for Use in …
acquired worldwide. Recently, the NASA Making Earth System Data Records for Use in …
Complex life histories predispose aphids to recent abundance declines
Many animals change feeding habits as they progress through life stages, exploiting
resources that vary in space and time. However, complex life histories may bring new risks if …
resources that vary in space and time. However, complex life histories may bring new risks if …
[PDF][PDF] Smallholders perceptions of climate change in a post-socialist Albania
S Lippi, M Sanfilippo - … Handbook of Climate Change Impacts on …, 2023 - library.oapen.org
In the last decades, Albania has experienced an increase in the frequency of extreme
weather events such as floods, heat waves, and drought (Demiraj-Bruçi et al., 2016). Mean …
weather events such as floods, heat waves, and drought (Demiraj-Bruçi et al., 2016). Mean …