cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.uq9x3t
title: Occurrence Download

description: A dataset containing 372595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glyceria fluitans (L.) R.Br.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 372595 records from 1463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068492-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bg4p6m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Casuariiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 -60,-50 -60,-50 -50,-60 -50,-60 -60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018071-251009101135966/datasets/export for details.
DOI: 10.3535/lx0-1vx-l0j
title: Teucrium canadense L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1zd-aa1-8ej
title: Persicaria extremiorientalis (Vorosch.) Tzvelev

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wq3-8q7-7p1
title: Juncus gerardi Loisel.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6075/j03n21qh
title: Electron Microscopic Data Analysis. In Data Science & Engineering Master of Advanced Study (DSE MAS) Capstone Projects

description: Capstone Project for Data Science & Engineering Master's Program at UC Sand Diego (UCSD) 2019.

The “Electron Microscopic Data Analysis” project aims to support the processing, analysis and dissemination of large-scale 3D electron microscopic (EM) data derived from a remarkable collection of legacy biopsy brain samples from patients suffering from Alzheimer’s disease (AD). Alzheimer’s disease is a progressive neurodegenerative disease, leading to dementia accompanied by several structural changes in the brain of patients.
The project intends to facilitate the processing and downstream analysis of complete whole cell reconstructions of neurons from unique biopsy image samples of cerebral cortex taken from AD cases by Robert Terry in the 1960’s, focusing on early onset cases, where cells effected to differing extents are neighbored by cells without AD-associated forming paired helical filaments, (PHF) now known to be largely made up of tau proteins. These samples were screened and preliminarily reported on by Ellisman, Masliah and Terry (Ellisman et al., 1987) and manifest near perfect preservation of ultrastructure PHF and amyloid accumulations as well as modifications to subcellular organelles and cytoskeletons of the cell bodies, axonal and dendritic processes. 
Raw data (or data) is coming from Cell Image Library (CIL: http://cellimagelibrary.org/cdeep3m). Cell Image library is a public and easily accessible resource database of images, videos, and animations of cells, capturing a wide diversity of organisms, cell types, and cellular processes. The purpose of this database is to advance research on cellular activity, with the ultimate goal of improving human health. This data is accessed manually from the website and copied to the memory disk for processing. The data is a serial block face scanning electron microscopy (SBEM) 3D data volumes. Serial block-face scanning electron microscopy (SBEM) is a way to obtain high resolution 3D images from a sample. This method is particularly good at imaging large fields-of-view in X,Y,Z that is 3dimension at nanometer resolution. The data is brain image samples of patients suffering from Alzheimer’s disease. The Alzheimer's image data images are of very high definition. The size of a typical image in multiple datasets is in the range of 16000x10000x400 pixels images.
DOI: 10.3535/gkg-3ae-98k
title: Vitex triflora Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/str-yth-m6r
title: Sisymbrium irio L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/et9-qpv-vw7
title: Combretum discolor Taub.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/llr-sq6-82h
title: Androsace maxima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s1e-mqr-525
title: Persicaria extremiorientalis (Vorosch.) Tzvelev

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y24-hhn-cq0
title: Seseli osseum Crantz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/yaz-a0d-5q3
title: Juncus compressus Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/af0-q4c-9e5
title: Rhinanthus pulcher Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ytd-gm8-tfg
title: Euryops empetrifolius DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0hg-6gf-4b1
title: Gagea serotina (L.) Ker Gawl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/l6e-xag-hca
title: Carex panicea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rjy-r95-szj
title: Melampyrum cristatum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wak-2bq-9ga
title: Veronica teucrium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ejc-vyn-353
title: Pentanema squarrosum (L.) D. Gut. Larr., Santos-Vicente, Anderb., E. Rico & M. M. Mart. Ort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kzs-l88-w74
title: Persicaria minor (Huds.) Opiz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y06-lch-bwn
title: Carex subspathacea Wormsk. ex Hornem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ylw-442-te4
title: Verbascum phoeniceum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zj7-xh7-s34
title: Arabidopsis arenosa subsp. borbasii (Zapal.) O'Kane & Al-Shehbaz

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ggb-ves-8cg
title: Carduus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ldp-3na-6hk
title: Anthurium campii Croat

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fpl-mlp-j6t
title: Cardamine waldsteinii Dyer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v4d-ez2-cck
title: Thymus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dpm-5nh-k4r
title: Satyria pilosa A. C. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qnm-m92-m04
title: Chorispora tenella (Pall.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/b79-kq7-0qh
title: Anthurium nigrescens Engl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kaj-hds-r9m
title: Erigeron sumatrensis Retz.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mlq-r0a-4z2
title: Hoffmannia pauciflora subsp. venezuelensis Steyerm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4gl-bt2-pg6
title: Centaurea carniolica Host

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/y3h-2sb-n47
title: Juncus conglomeratus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/86h-rd3-ptt
title: Luzula glabrata (Hoppe) Desv.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/hlk-310-jl3
title: Potentilla norvegica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/76c-yxr-vp4
title: Cupania macrostylis (Radlk.) Acev.-Rodr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a87-5x8-hd7
title: Campanula cochleariifolia Lam.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17605/osf.io/24zah
title: Somatechnics of Contraception

description: R code and interview guide for mixed-methods research master's thesis. Other data available upon request: l.a.pol@student.vu.nl or saartje.s.e.j.tack@vu.nl.
DOI: 10.3535/jm7-73z-h7w
title: Fumaria officinalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q5m-s3w-6jp
title: Carex polyphylla Kar. & Kir.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mk7-nn0-cg5
title: Galium eruptivum Krendl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/pxk-kcw-cl2
title: Heliopsis helianthoides (L.) Sweet

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2cd-7hd-kbk
title: Schoenus ferrugineus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mpq-rs0-k40
title: Erodium texanum A. Gray

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7xk-3wk-5ha
title: Allium ursinum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mv6-ebs-jz1
title: Juncus anceps Laharpe

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/51v-3ad-nle
title: Alisma plantago-aquatica L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/k52-s1l-c1v
title: Juncus pygmaeus Rich. ex Thuill.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bsh-8g1-3pl
title: Pentzia Thunb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8pb-r1d-5tt
title: Varilla texana A. Gray

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sh8-13d-mse
title: Vicia ludoviciana Nutt.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gze-lzs-ryl
title: Chenopodiastrum murale (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9h-pff-jb6
title: Clinopodium acinos (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.wy4vkh
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saccodon wagneri)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075341-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kxj-ael-8aj
title: Eumachia astrellantha (Wernham) Delprete & J.H.Kirkbr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9n-gl6-28d
title: Galega officinalis L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/btx-qhv-mhg
title: Vaccinium floribundum Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/fx0-mb0-dzp
title: Asperula orientalis Boiss. & Hohen.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.eda7es
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Napaeozapus insignis)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075340-250717081556266/datasets/export for details.
DOI: 10.3535/kyk-f5m-3yk
title: Geonoma Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rxx-ajr-22s
title: Triglochin maritima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ga7kff
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Striga asiatica",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075342-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8vy-v0s-t65
title: Ocotea Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7cb-hgm-v6v
title: Cephalaria transsylvanica (L.) Schrad. ex Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/nj3-1c2-ctc
title: Chenopodiastrum murale (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/a7j-c4t-6l1
title: Carex L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/be3-gtc-f4j
title: Corbichonia decumbens (Forssk.) Exell

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e2g-5r0-hdb
title: Clinopodium acinos (L.) Kuntze

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xza-0kg-wbe
title: Rhodostemonodaphne kunthiana (Nees) Rohwer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ev4sak
title: Occurrence Download

description: A dataset containing 167300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acridotheres cristatellus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 167300 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075308-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/280-daf-bqx
title: Annona neochrysocarpa H. Rainer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/41d-197-xw0
title: Coccoloba acuminata Kunth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6l6-d5h-5tm
title: Guatteria punctata (Aubl.) R. A. Howard

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n0c-mbr-ay1
title: Klarobelia napoensis Chatrou

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6ty-vjt-zag
title: Trichilia obovata W. Palacios

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vxj-tsf-9gz
title: Guarea guentheri Harms

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/tx3-ayf-jzf
title: Guarea guentheri Harms

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6wn-p8l-sbh
title: Siparuna aspera (Ruiz & Pav.) A. DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qlw-1cr-d9k
title: Siparuna cuspidata (Tul.) A. DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8kw-fha-9tl
title: Salacia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8rx-qgq-mf2
title: Carex melanostachya M.Bieb. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/erh-lck-302
title: Carex melanostachya M.Bieb. ex Willd.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wbx-akd-m7d
title: Peltanthera floribunda Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bka-1h1-zg8
title: Smilax L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jq3-kq0-5qm
title: Campyloneurum C. Presl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5y7-9b8-y7e
title: Protium calanense Cuatrec.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/csf-6rp-0cw
title: Sebastiania Spreng.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bzh-xk2-lkn
title: Heisteria nitida Spruce ex Engl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4ym-l6l-n97
title: Symplocos quitensis Brand

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/q65-d8l-1n3
title: Oxybasis chenopodioides (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ajz-pha-ws4
title: Asteraceae Dumort.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sds-p8b-kj1
title: Gloeospermum Triana & Planch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bk4-zer-qch
title: Ocotea floribunda (Sw.) Mez

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jdd-xks-xk7
title: Rourea Aubl.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/32f-m3n-rjw
title: Naucleopsis glabra Spruce ex Pittier

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gac-9zf-l77
title: Elaphoglossum Schott ex J. Sm.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jj6-5k7-egy
title: Connarus punctatus Planch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8hf-p77-e88
title: Annona cuspidata (Mart.) H. Rainer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/da9-kwj-rpj
title: Schefflera J. R. Forst. & G. Forst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rcd-9kj-2q2
title: Blakea involvens Markgr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f4q-jq6-7lb
title: Peltaria alliacea Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gzf-8m8-8kp
title: Seseli L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/th9-kpy-yef
title: Spergularia marina (L.) Besser

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/87e-smc-nn1
title: Dryopteris affinis (Lowe) Fraser-Jenk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1sf-yhv-h05
title: Myrsine andina (Mez) Pipoly

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/h2g-2a3-b7q
title: Dryopteris affinis (Lowe) Fraser-Jenk.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ms5-8j7-3m8
title: Carex hostiana DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wec-csv-0hr
title: Clusia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6075/j04j0cn8
title: Data from: Multiscale Simulations Examining Glycan Shield Effects on Drug Binding to Influenza Neuraminidase

description: Software used:
GROMACS, version 2018.3 (manual.gromacs.org)
AMBER99 (manual.gromacs.org)
AMBER18 (ambermd.org)
Amber ff99SB (ambermd.org)
GLYCAM_06h-1 (parameters used with Amber ff99SB) (glycam.org)
Browndye (original version) (browndye.ucsd.edu)
APBS (from the ABPS/PDB2PQR web server) (server.poissonboltzmann.org)
PDB2PQR (from the APBS/PDB2PQR web server) (server.poissonboltzmann.org)
Glyprot (web server) (glycosciences.de)
CHARMM-GUI (web server) (charmm-gui.org)
description: Abstract: Influenza neuraminidase is an important drug target. Glycans are present on neuraminidase and are generally considered to inhibit antibody binding via their glycan shield. In this work, we studied the effect of glycans on the binding kinetics of antiviral drugs to the influenza neuraminidase. We created all-atom in silico systems of influenza neuraminidase with experimentally derived glycoprofiles consisting of four systems with different glycan conformations and one system without glycans. Using Brownian dynamics simulations, we observe a two- to eightfold decrease in the rate of ligand binding to the primary binding site of neuraminidase due to the presence of glycans. These glycans are capable of covering much of the surface area of neuraminidase, and the ligand binding inhibition is derived from glycans sterically occluding the primary binding site on a neighboring monomer. Our work also indicates that drugs preferentially bind to the primary binding site (i.e., the active site) over the secondary binding site, and we propose a binding mechanism illustrating this. These results help illuminate the complex interplay between glycans and ligand binding on the influenza membrane protein neuraminidase.