Advances in site‐specific weed management in agriculture—A review

R Gerhards, D Andujar Sanchez, P Hamouz… - Weed …, 2022 - Wiley Online Library
The developments of information and automation technologies have opened a new era for
weed management to fit physical and chemical control treatments to the spatial and …

Trends and gaps in the use of citizen science derived data as input for species distribution models: A quantitative review

MJ Feldman, L Imbeau, P Marchand, MJ Mazerolle… - PloS one, 2021 - journals.plos.org
Citizen science (CS) currently refers to the participation of non-scientist volunteers in any
discipline of conventional scientific research. Over the last two decades, nature-based CS …

Leaf image-based classification of some common bean cultivars using discriminative convolutional neural networks

H Tavakoli, P Alirezazadeh, A Hedayatipour… - … and electronics in …, 2021 - Elsevier
In recent years, many efforts have been made to apply image processing techniques for
plant leaf identification. However, categorizing leaf images at the cultivar/variety level …

Set-valued classification--overview via a unified framework

E Chzhen, C Denis, M Hebiri, T Lorieul - arXiv preprint arXiv:2102.12318, 2021 - arxiv.org
Multi-class classification problem is among the most popular and well-studied statistical
frameworks. Modern multi-class datasets can be extremely ambiguous and single-output …

Non-chemical weed control for plant health and environment: Ecological integrated weed management (EIWM)

D Pavlović, S Vrbničanin, A Anđelković, D Božić… - Agronomy, 2022 - mdpi.com
Herbicide application has long been considered the most efficient weed control method in
agricultural production worldwide. However, long-term use of agrochemicals has numerous …

Species distribution modeling based on the automated identification of citizen observations

C Botella, A Joly, P Bonnet… - Applications in Plant …, 2018 - Wiley Online Library
Premise of the Study A species distribution model computed with automatically identified
plant observations was developed and evaluated to contribute to future ecological studies …

Identification of wheat kernels by fusion of RGB, SWIR, and VNIR samples

K Özkan, Ş Işık, BT Yavuz - Journal of the Science of Food and …, 2019 - Wiley Online Library
Background The sustainable management of agricultural resources requires the integration
of cutting‐edge science with the observation and identification of crops. This assists experts …

Fine-grained hierarchical classification of plant leaf images using fusion of deep models

VM Araújo, AS Britto, AL Brun… - 2018 IEEE 30th …, 2018 - ieeexplore.ieee.org
A fine-grained plant leaf classification method based on the fusion of deep models is
described. Complementary global and patch-based leaf features are combined at each …

[PDF][PDF] Statistical methods for spatial plant species distribution modeling based on large masses of uncertain observations from citizen-science programs

C Botella - 2019 - hal.science
Climate change is not the only threat to biodiversity. Other effects due to growing human
pressure on the land bring much more brutal changes which silently affect the ecosystems …

Characterization of Indigenous Wheat Genotypes for Phosphorus Efficiency

HM Bilal - 2018 - repository.pastic.gov.pk
Phosphorus deficiency is a serious threat to crop production around the globe. Plant species
and even cultivars within species vary greatly in P efficiency. This variation in P efficiency is …