Characterization of new chloroplast markers to determine biogeographical origin and crop type of Cannabis sativa
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Legal Medicine"
DOI: 10.1007/s00414-019-02142-w
Abstract: Marijuana (Cannabis sativa) is the most commonly used illicit drug in the USA. Despite its schedule I classification by the federal government, 33 states and the District of Columbia have legalized its use for medicinal… read more here.
Keywords: cannabis; marijuana; crop type; drug ... See more keywords
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
Sign Up to like & getrecommendations! Published in 2018 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2018.02.045
Abstract: Abstract 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 can be used to estimate crop areas for a… read more here.
Keywords: information; classification; crop type; performance ... See more keywords
Crop type mapping without field-level labels: Random forest transfer and unsupervised clustering techniques
Sign Up to like & getrecommendations! Published in 2019 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2018.12.026
Abstract: Abstract Crop type mapping at the field level is necessary for a variety of applications in agricultural monitoring and food security. As remote sensing imagery continues to increase in spatial and temporal resolution, it is… read more here.
Keywords: crop; field; crop type; level ... See more keywords
Integrating coarse-resolution images and agricultural statistics to generate sub-pixel crop type maps and reconciled area estimates
Sign Up to like & getrecommendations! Published in 2021 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2021.112365
Abstract: Abstract Reliable crop type maps are vital for agricultural monitoring, ensuring food security, and environmental sustainability assessments. Coarse-resolution imagery such as MODIS are widely used for crop type mapping due to their short revisit cycles,… read more here.
Keywords: resolution; crop; crop type; type maps ... See more keywords
Crop type identification and spatial mapping using Sentinel-2 satellite data with focus on field-level information
Sign Up to like & getrecommendations! Published in 2020 at "Geocarto International"
DOI: 10.1080/10106049.2020.1805029
Abstract: Accurate monitoring of croplands helps in making decisions (for insurance claims, crop management and contingency plans) at the macro-level, especially in drylands where variability in cropping is ... read more here.
Keywords: spatial mapping; crop type; type identification; level ... See more keywords
Crop Type Identification and Mapping Using Machine Learning Algorithms and Sentinel-2 Time Series Data
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2019.2922469
Abstract: In this paper, the random forests method and the support vector machine in machine learning are explored and compared to the traditional statistical-based maximum likelihood method with 126 features from Sentinel-2A images. The spectral reflectance… read more here.
Keywords: crop type; machine; classification; identification ... See more keywords
Genetic diversity among cultivated beets (Beta vulgaris) assessed via population-based whole genome sequences
Sign Up to like & getrecommendations! Published in 2020 at "BMC Genomics"
DOI: 10.1186/s12864-020-6451-1
Abstract: Diversification on the basis of utilization is a hallmark of Beta vulgaris (beet), as well as other crop species. Often, crop improvement and management activities are segregated by crop type, thus preserving unique genome diversity… read more here.
Keywords: crop types; beta vulgaris; crop type; crop ... See more keywords
Crop Type Discrimination and Health Assessment using Hyperspectral Imaging
Sign Up to like & getrecommendations! Published in 2019 at "Current Science"
DOI: 10.18520/cs/v116/i7/1108-1123
Abstract: Rahul Nigam*, Rojalin Tripathy, Sujay Dutta, Nita Bhagia, Rohit Nagori, K. Chandrasekar, Rajsi Kot, Bimal K. Bhattacharya and Susan Ustin Agriculture and Land Eco-system Division, Earth, Ocean, Atmosphere, Planetary Sciences and Applications Area, Space Applications… read more here.
Keywords: discrimination health; health assessment; assessment using; type discrimination ... See more keywords
Crop-type-driven changes in polyphenols regulate soil nutrient availability and soil microbiota
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Microbiology"
DOI: 10.3389/fmicb.2022.964039
Abstract: Crop rotation is a typical agronomic practice to mitigate soil deterioration caused by continuous cropping. However, the mechanisms of soil biotic and abiotic factors in response to different cropping patterns in acidic and polyphenol-rich tea… read more here.
Keywords: tea seedlings; crop; type driven; availability ... See more keywords