Images of pollen morphospecies encountered during course of study. Most pollen species were identified and confirmed based on anther collections from the field, while other morphospecies were encountered on stigmas and identification attempts were made based on Selling 1947. See the accompanying uploaded excel document in this data package for proposed species identification, when available, for unknown morphospecies. All images are taken of acetoylized pollen grains at 400x magnification, using a compound light microscope, as described in the associated paper (Johnson et al. 2019)
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...
Palynological data are used in a wide range of applications, but the tasks of classification and cou...
Palynological data are used in a wide range of applications, but the tasks of classification and cou...
Recent data shows increasing numbers of hay fever patients, with approximately 10-30% of the populat...
A reference collection is a necessary outgrowth of many research projects, including some undergradu...
This research applied image processing and machine learning techniques to develop an automatic proce...
This research applied image processing and machine learning techniques to develop an automatic proce...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
light microscopy, pollen morphology A semi-automatic system for pollen recognition is studied for th...
Images of pollen grains, suitable for image classification, taken from https://journals.plos.org/plo...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Premise of the study: Humans frequently identify pollen grains at a taxonomic rank above species. Gr...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...
Palynological data are used in a wide range of applications, but the tasks of classification and cou...
Palynological data are used in a wide range of applications, but the tasks of classification and cou...
Recent data shows increasing numbers of hay fever patients, with approximately 10-30% of the populat...
A reference collection is a necessary outgrowth of many research projects, including some undergradu...
This research applied image processing and machine learning techniques to develop an automatic proce...
This research applied image processing and machine learning techniques to develop an automatic proce...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
light microscopy, pollen morphology A semi-automatic system for pollen recognition is studied for th...
Images of pollen grains, suitable for image classification, taken from https://journals.plos.org/plo...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Premise of the study: Humans frequently identify pollen grains at a taxonomic rank above species. Gr...
Taxonomic identification of pollen and spores uses inherently qualitative descriptions of morphology...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...
Pollen identification and quantification are crucial but challenging tasks in addressing a variety o...