cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25346/s6lqjm3j/omnlci
title: msXV_067v_MMSI+RTI+M0655DR_013_F.tif
DOI: 10.25346/s6lqjm3j/wbag09
title: msXV_067v_MMSI+RTI+M0630RD_012_F.tif
DOI: 10.25346/s6lqjm3j/3fhvsb
title: msXV_067v_MMSI+RTI+M0615RO_011_F.tif
DOI: 10.18739/a2ks6j66v
title: Taku Glacier, Alaska Global Navigation Satellite System (GNSS) Data, 2025

description: ### Access

Files can be accessed and downloaded via the following link: [https://arcticdata.io/data/10.18739/A2KS6J66V/](https://arcticdata.io/data/10.18739/A2KS6J66V/).

### Overview

Tidewater glaciers are known to undergo cycles of slow, centennial-scale advance and rapid, decadal-scale retreat that are driven by processes occurring at the glacier-ocean interface, including iceberg calving, submarine melting, and sediment deposition and erosion. These cycles can occur in a steady climate, but climate can modify the timescales of advance and retreat as well as act as a trigger. Since the advance phase is longer than the retreat phase, in a steady climate one would expect the majority of tidewater glaciers to be advancing. This is not the case at present, as the majority of tidewater glaciers around the world are retreating or in a quasi-stable configuration. Until recently, Taku Glacier in Southeast Alaska was one of the rare advancing tidewater glaciers. Recent observations indicate that, due to a warming climate, the glacier is now thinning over its entire area and has begun to retreat off of the terminal moraine that it developed and prograded over the past 125 years. This project is investigating the processes by which a tidewater glacier transitions into retreat, and the evolving glacier sensitivity to climate during this transition, by analyzing drone and remote sensing observations of Taku Glacier. Satellite-derived velocity fields of the glacier unexpectedly revealed asynchronous seasonal velocity variations across the glacier; to further investigate to Global Navigation Satellite System (GNSS) receivers were deployed on the glacier during summer 2025. This data set consists of the GNSS rinex files.
DOI: 10.25346/s6lqjm3j/ovga5a
title: msXV_067v_MMSI+RTI+M0590AM_010_F.tif
DOI: 10.25346/s6lqjm3j/th74pn
title: msXV_067v_MMSI+RTI+M0560LI_009_F.tif
DOI: 10.25346/s6lqjm3j/v307jz
title: msXV_067v_MMSI+RTI+M0530GN_008_F.tif
DOI: 10.25346/s6lqjm3j/w8rt4b
title: msXV_067v_MMSI+RTI+M0505CN_007_F.tif
DOI: 10.15468/dl.uquft2
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Chile, Peru)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xylocopa viridigastra"
 ]
}

 The dataset includes 162 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032066-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6lqjm3j/j5kbif
title: msXV_067v_MMSI+RTI+M0470LB_006_F.tif
DOI: 10.25346/s6lqjm3j/bd1ijg
title: msXV_067v_MMSI+RTI+M0450RB_005_F.tif
DOI: 10.25346/s6lqjm3j/faqipz
title: msXV_067v_MMSI+RTI+M0420VI_004_F.tif
DOI: 10.25346/s6lqjm3j/8qczm4
title: msXV_067v_MMSI+RTI+M0400UV_003_F.tif
DOI: 10.25346/s6lqjm3j/qziesu
title: msXV_067v_MMSI+RTI+M0385UV_002_F.tif
DOI: 10.15468/dl.x6vndt
title: Occurrence Download

description: A dataset containing 36161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus"
 ]
}

 The dataset includes 36161 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032065-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6lqjm3j/gfej24
title: msXV_067v_MMSI+RTI+M0365UV_001_F.tif
DOI: 10.25346/s6lqjm3j/hurrtp
title: msXV_065v_MMSI+RTI+W530R72_039_F.tif
DOI: 10.25346/s6lqjm3j/tnk3pf
title: msXV_065v_MMSI+RTI+W505665_040_F.tif
DOI: 10.25346/s6lqjm3j/dwvjsr
title: msXV_065v_MMSI+RTI+W450R25_030_F.tif
DOI: 10.25346/s6lqjm3j/qhc4yk
title: msXV_065v_MMSI+RTI+W450G58_034_F.tif
DOI: 10.25346/s6lqjm3j/z8h4il
title: msXV_065v_MMSI+RTI+W450B47_038_F.tif
DOI: 10.25346/s6lqjm3j/o7celr
title: msXV_065v_MMSI+RTI+W400R25_029_F.tif
DOI: 10.25346/s6lqjm3j/je5tmz
title: msXV_065v_MMSI+RTI+W400G58_033_F.tif
DOI: 10.25346/s6lqjm3j/35fvtp
title: msXV_065v_MMSI+RTI+W400B47_037_F.tif
DOI: 10.25346/s6lqjm3j/uw6qwa
title: msXV_065v_MMSI+RTI+W385R25_028_F.tif
DOI: 10.25346/s6lqjm3j/qdense
title: msXV_065v_MMSI+RTI+W385G58_032_F.tif
DOI: 10.25346/s6lqjm3j/rq1hgm
title: msXV_065v_MMSI+RTI+W385B47_036_F.tif
DOI: 10.5281/zenodo.11522174
title: Polygon Similarity Benchmark Dataset

description: Dataset Description: Polygon Similarity Benchmark Dataset

Overview

This dataset provides a curated collection of polygonal shapes derived from real-world geographic information system (GIS) layers, specifically Parks, Water Bodies, and Sports categories from the SpatialHadoop GIS dataset.It is intended to support research in polygon representation learning, geometric similarity search, and spatial indexing.

The dataset includes raw polygonal geometries, pre-computed similarity ground truth, and supplementary documentation. For each dataset category, 80% of the polygons were used to build the similarity index, while the remaining 20% were reserved exclusively for evaluation.

Dataset Contents

The distributed ZIP package contains the following files:

1. ShapeToVecResults2.pdf

A supplementary document containing additional experimental results and visualizations referenced in the related publication.

2. PolygonSimilarityDataset.zip

The main dataset archive containing all polygonal data, metadata, and ground-truth files.

3. poly_data.zip

A collection of polygonal GIS datasets extracted from SpatialHadoop. These represent the input geometries used for similarity computation.

4. Ground Truth Files

These archives contain precomputed shape similarity results for each domain:





parks.tar




sports.tar




water_bodies.tar



Each ground-truth archive consists of multiple text files, where each line represents a similarity query result.

Ground Truth Format

Each line in a ground-truth file encodes:

<input_polygon_id> <similar_polygon_id_1> <similar_polygon_id_2> ... <similar_polygon_id_k>

 







The first value is the ID of the input polygon.




The subsequent values are the IDs of polygons determined to be most similar based on geometric shape similarity.




The list of similar polygons is sorted in decreasing order of similarity, with the most similar polygon appearing first.



These ground-truth lists were generated using geometric similarity metrics for evaluation and benchmarking of vector-based polygon encodings.

Intended Use

This dataset is primarily designed for:





Research on polygon representation learning, embedding models, and shape encoders.




Benchmarking approximate nearest-neighbor (ANN) algorithms on spatial shape data.




Studying spatial indexing, vector search strategies, and geometric similarity measures.




GIS analytics, spatial data mining, and machine learning applications involving polygonal geometries.
DOI: 10.25346/s6lqjm3j/4p3dtm
title: msXV_065v_MMSI+RTI+W365R25_027_F.tif
DOI: 10.25346/s6lqjm3j/6p3tdk
title: msXV_065v_MMSI+RTI+W365G58_031_F.tif
DOI: 10.25346/s6lqjm3j/oiwgju
title: msXV_065v_MMSI+RTI+W365B47_035_F.tif
DOI: 10.25346/s6lqjm3j/rcaadw
title: msXV_065v_MMSI+RTI+TX940IR_025_F.tif
DOI: 10.25346/s6lqjm3j/gzckff
title: msXV_065v_MMSI+RTI+TX735IR_024_F.tif
DOI: 10.25346/s6lqjm3j/jm2kjw
title: msXV_065v_MMSI+RTI+TX615RO_023_F.tif
DOI: 10.25346/s6lqjm3j/qghebx
title: msXV_065v_MMSI+RTI+TX1050R_026_F.tif
DOI: 10.25346/s6lqjm3j/zwlyss
title: msXV_065v_MMSI+RTI+TX1050R_022_F.tif
DOI: 10.25346/s6lqjm3j/dzoy4c
title: msXV_065v_MMSI+RTI+M1050IR_021_F.tif
DOI: 10.25346/s6lqjm3j/8yjd3o
title: msXV_065v_MMSI+RTI+M1050IR_020_F.tif
DOI: 10.25346/s6lqjm3j/818wbv
title: msXV_065v_MMSI+RTI+M1050IR_019_F.tif
DOI: 10.25346/s6lqjm3j/spe7xz
title: msXV_065v_MMSI+RTI+M0940IR_018_F.tif
DOI: 10.25346/s6lqjm3j/juixt1
title: msXV_065v_MMSI+RTI+M0850IR_017_F.tif
DOI: 10.25346/s6lqjm3j/6jazef
title: msXV_065v_MMSI+RTI+M0780IR_016_F.tif
DOI: 10.25346/s6lqjm3j/jsoncj
title: msXV_065v_MMSI+RTI+M0735IR_015_F.tif
DOI: 10.25346/s6lqjm3j/c3pytm
title: msXV_065v_MMSI+RTI+M0700IR_014_F.tif
DOI: 10.25346/s6lqjm3j/zdxuvt
title: msXV_065v_MMSI+RTI+M0655DR_013_F.tif
DOI: 10.25346/s6lqjm3j/hp5zbu
title: msXV_065v_MMSI+RTI+M0630RD_012_F.tif
DOI: 10.25346/s6lqjm3j/ipcnn2
title: msXV_065v_MMSI+RTI+M0615RO_011_F.tif
DOI: 10.25346/s6lqjm3j/weqcxd
title: msXV_065v_MMSI+RTI+M0590AM_010_F.tif
DOI: 10.25346/s6lqjm3j/iosdot
title: msXV_065v_MMSI+RTI+M0560LI_009_F.tif
DOI: 10.25346/s6lqjm3j/hnt0nz
title: msXV_065v_MMSI+RTI+M0530GN_008_F.tif
DOI: 10.25346/s6lqjm3j/3qj6f5
title: msXV_065v_MMSI+RTI+M0505CN_007_F.tif
DOI: 10.25346/s6lqjm3j/4kf848
title: msXV_065v_MMSI+RTI+M0470LB_006_F.tif
DOI: 10.25346/s6lqjm3j/yxly7g
title: msXV_065v_MMSI+RTI+M0450RB_005_F.tif
DOI: 10.25346/s6lqjm3j/z78scl
title: msXV_065v_MMSI+RTI+M0420VI_004_F.tif
DOI: 10.25346/s6lqjm3j/vnuoxj
title: msXV_065v_MMSI+RTI+M0400UV_003_F.tif
DOI: 10.25346/s6lqjm3j/qleet0
title: msXV_065v_MMSI+RTI+M0385UV_002_F.tif
DOI: 10.25346/s6lqjm3j/fpp4on
title: msXV_065v_MMSI+RTI+M0365UV_001_F.tif
DOI: 10.25346/s6lqjm3j/4ruj9c
title: msXV_065v_MMSI+RTI+Arc_G15_096_F.tif
DOI: 10.25346/s6lqjm3j/iqcdxd
title: msXV_065v_MMSI+RTI+Arc_G13_095_F.tif
DOI: 10.25346/s6lqjm3j/wh62mb
title: msXV_065v_MMSI+RTI+Arc_G11_094_F.tif
DOI: 10.25346/s6lqjm3j/81e0my
title: msXV_065v_MMSI+RTI+Arc_G09_093_F.tif
DOI: 10.25346/s6lqjm3j/njalgo
title: msXV_065v_MMSI+RTI+Arc_G07_092_F.tif
DOI: 10.25346/s6lqjm3j/jlc1i4
title: msXV_065v_MMSI+RTI+Arc_G05_091_F.tif
DOI: 10.25346/s6lqjm3j/94hadk
title: msXV_065v_MMSI+RTI+Arc_G03_090_F.tif
DOI: 10.25346/s6lqjm3j/rb5ppt
title: msXV_065v_MMSI+RTI+Arc_G01_089_F.tif
DOI: 10.25346/s6lqjm3j/lv8kda
title: msXV_065v_MMSI+RTI+Arc_F16_088_F.tif
DOI: 10.25346/s6lqjm3j/9fnmnh
title: msXV_065v_MMSI+RTI+Arc_F14_087_F.tif
DOI: 10.25346/s6lqjm3j/tjucdi
title: msXV_065v_MMSI+RTI+Arc_F12_086_F.tif
DOI: 10.25346/s6lqjm3j/ei8dco
title: msXV_065v_MMSI+RTI+Arc_F10_085_F.tif
DOI: 10.25346/s6lqjm3j/ig72qn
title: msXV_065v_MMSI+RTI+Arc_F08_084_F.tif
DOI: 10.25346/s6lqjm3j/qoahxv
title: msXV_065v_MMSI+RTI+Arc_F06_083_F.tif
DOI: 10.25346/s6lqjm3j/3sct28
title: msXV_065v_MMSI+RTI+Arc_F04_082_F.tif
DOI: 10.25346/s6lqjm3j/00rrlo
title: msXV_065v_MMSI+RTI+Arc_F02_081_F.tif
DOI: 10.25346/s6lqjm3j/vbvctn
title: msXV_065v_MMSI+RTI+Arc_E15_080_F.tif
DOI: 10.25346/s6lqjm3j/pqsosq
title: msXV_065v_MMSI+RTI+Arc_E13_079_F.tif
DOI: 10.25346/s6lqjm3j/6xiumh
title: msXV_065v_MMSI+RTI+Arc_E11_078_F.tif
DOI: 10.25346/s6lqjm3j/rvyuhk
title: msXV_065v_MMSI+RTI+Arc_E09_077_F.tif
DOI: 10.25346/s6lqjm3j/spm13v
title: msXV_065v_MMSI+RTI+Arc_E07_076_F.tif
DOI: 10.25346/s6lqjm3j/nubgae
title: msXV_065v_MMSI+RTI+Arc_E05_075_F.tif
DOI: 10.25346/s6lqjm3j/uegzlh
title: msXV_065v_MMSI+RTI+Arc_E03_074_F.tif
DOI: 10.25346/s6lqjm3j/udm6ya
title: msXV_065v_MMSI+RTI+Arc_E01_073_F.tif
DOI: 10.25346/s6lqjm3j/dkm8ve
title: msXV_065v_MMSI+RTI+Arc_D16_072_F.tif
DOI: 10.25346/s6lqjm3j/w0xzye
title: msXV_065v_MMSI+RTI+Arc_D14_071_F.tif
DOI: 10.25346/s6lqjm3j/hc7t5n
title: msXV_065v_MMSI+RTI+Arc_D12_070_F.tif
DOI: 10.15468/dl.ejed3n
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tupaia salatana"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032062-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6lqjm3j/qsf9it
title: msXV_065v_MMSI+RTI+Arc_D10_069_F.tif
DOI: 10.25346/s6lqjm3j/nmsd2z
title: msXV_065v_MMSI+RTI+Arc_D08_068_F.tif
DOI: 10.25346/s6lqjm3j/igfw9u
title: msXV_065v_MMSI+RTI+Arc_D06_067_F.tif
DOI: 10.25346/s6lqjm3j/9kljxa
title: msXV_065v_MMSI+RTI+Arc_D04_066_F.tif
DOI: 10.25346/s6lqjm3j/sissbo
title: msXV_065v_MMSI+RTI+Arc_D02_065_F.tif
DOI: 10.25346/s6lqjm3j/dxza0y
title: msXV_065v_MMSI+RTI+Arc_C15_064_F.tif
DOI: 10.25346/s6lqjm3j/fa7znl
title: msXV_065v_MMSI+RTI+Arc_C13_063_F.tif
DOI: 10.25346/s6lqjm3j/berrxy
title: msXV_065v_MMSI+RTI+Arc_C11_062_F.tif
DOI: 10.25346/s6lqjm3j/ttggnc
title: msXV_065v_MMSI+RTI+Arc_C09_061_F.tif
DOI: 10.25346/s6lqjm3j/dxwvvn
title: msXV_065v_MMSI+RTI+Arc_C07_060_F.tif
DOI: 10.25346/s6lqjm3j/uszavg
title: msXV_065v_MMSI+RTI+Arc_C05_059_F.tif
DOI: 10.25346/s6lqjm3j/dmxrhe
title: msXV_065v_MMSI+RTI+Arc_C03_058_F.tif
DOI: 10.25346/s6lqjm3j/9femgf
title: msXV_065v_MMSI+RTI+Arc_C01_057_F.tif
DOI: 10.25346/s6lqjm3j/djwtyw
title: msXV_065v_MMSI+RTI+Arc_B16_056_F.tif
DOI: 10.25346/s6lqjm3j/oaojvk
title: msXV_065v_MMSI+RTI+Arc_B14_055_F.tif
DOI: 10.25346/s6lqjm3j/jnqujx
title: msXV_065v_MMSI+RTI+Arc_B12_054_F.tif
DOI: 10.25346/s6lqjm3j/rghx1a
title: msXV_065v_MMSI+RTI+Arc_B10_053_F.tif
DOI: 10.25346/s6lqjm3j/egj5hi
title: msXV_065v_MMSI+RTI+Arc_B08_052_F.tif
DOI: 10.25346/s6lqjm3j/wcutjf
title: msXV_065v_MMSI+RTI+Arc_B06_051_F.tif
DOI: 10.25346/s6lqjm3j/rcijli
title: msXV_065v_MMSI+RTI+Arc_B04_050_F.tif
DOI: 10.25346/s6lqjm3j/mp37cq
title: msXV_065v_MMSI+RTI+Arc_B02_049_F.tif
DOI: 10.25346/s6lqjm3j/2wxjf7
title: msXV_065v_MMSI+RTI+Arc_A15_048_F.tif
DOI: 10.18739/a2qj7810m
title: Taku Glacier, Alaska drone surveys (2021-2025)

description: ### Access

Files can be accessed and downloaded via the following link: [https://arcticdata.io/data/10.18739/A2QJ7810M/](https://arcticdata.io/data/10.18739/A2QJ7810M/).

### Overview

Tidewater glaciers are known to undergo cycles of slow, centennial-scale advance and rapid, decadal-scale retreat that are driven by processes occurring at the glacier-ocean interface, including iceberg calving, submarine melting, and sediment deposition and erosion. These cycles can occur in a steady climate, but climate can modify the timescales of advance and retreat as well as act as a trigger. Since the advance phase is longer than the retreat phase, in a steady climate one would expect the majority of tidewater glaciers to be advancing. This is not the case at present, as the majority of tidewater glaciers around the world are retreating or in a quasi-stable configuration. Until recently, Taku Glacier in Southeast Alaska was one of the rare advancing tidewater glaciers. Recent observations indicate that, due to a warming climate, the glacier is now thinning over its entire area and has begun to retreat off of the terminal moraine that it developed and prograded over the past 125 years. This project is investigating the processes by which a tidewater glacier transitions into retreat, and the evolving glacier sensitivity to climate during this transition, by analyzing drone and remote sensing observations of Taku Glacier. Drone surveys of the glacier terminus were collected several times (~monthly) each summer in order to characterize changes in glacier geometry and flow during the early stages of retreat. This dataset includes the aerial photos and associated position data collected during the drone surveys as well as the orthomosaics and digital elevation models produced from the data.
DOI: 10.25346/s6lqjm3j/uzljgf
title: msXV_065v_MMSI+RTI+Arc_A13_047_F.tif
DOI: 10.25346/s6lqjm3j/x840yv
title: msXV_065v_MMSI+RTI+Arc_A11_046_F.tif
DOI: 10.25346/s6lqjm3j/t8kytr
title: msXV_065v_MMSI+RTI+Arc_A09_045_F.tif
DOI: 10.25346/s6lqjm3j/asudx8
title: msXV_065v_MMSI+RTI+Arc_A07_044_F.tif
DOI: 10.25346/s6lqjm3j/rzr9sh
title: msXV_065v_MMSI+RTI+Arc_A05_043_F.tif
DOI: 10.25346/s6lqjm3j/wb5d2e
title: msXV_065v_MMSI+RTI+Arc_A03_042_F.tif
DOI: 10.25346/s6lqjm3j/mec0kl
title: msXV_065v_MMSI+RTI+Arc_A01_041_F.tif
DOI: 10.25346/s6lqjm3j/gow13n
title: msXV_065r_MMSI+RTI+W530R72_039_F.tif
DOI: 10.25346/s6lqjm3j/uhkte5
title: msXV_065r_MMSI+RTI+W505665_040_F.tif
DOI: 10.25346/s6lqjm3j/oberm4
title: msXV_065r_MMSI+RTI+W450R25_030_F.tif
DOI: 10.25346/s6lqjm3j/hmbmap
title: msXV_065r_MMSI+RTI+W450G58_034_F.tif
DOI: 10.25346/s6lqjm3j/ollxwr
title: msXV_065r_MMSI+RTI+W450B47_038_F.tif
DOI: 10.25346/s6lqjm3j/rrndbk
title: msXV_065r_MMSI+RTI+W400R25_029_F.tif
DOI: 10.25346/s6lqjm3j/mtcgt9
title: msXV_065r_MMSI+RTI+W400G58_033_F.tif
DOI: 10.25346/s6lqjm3j/kshtcp
title: msXV_065r_MMSI+RTI+W400B47_037_F.tif
DOI: 10.25346/s6lqjm3j/pll5gc
title: msXV_065r_MMSI+RTI+W385R25_028_F.tif
DOI: 10.25346/s6lqjm3j/vgposd
title: msXV_065r_MMSI+RTI+W385G58_032_F.tif
DOI: 10.25346/s6lqjm3j/qqtinu
title: msXV_065r_MMSI+RTI+W385B47_036_F.tif
DOI: 10.25346/s6lqjm3j/5njiqj
title: msXV_065r_MMSI+RTI+W365R25_027_F.tif
DOI: 10.25346/s6lqjm3j/n3bas1
title: msXV_065r_MMSI+RTI+W365G58_031_F.tif
DOI: 10.25346/s6lqjm3j/b1psxg
title: msXV_065r_MMSI+RTI+W365B47_035_F.tif
DOI: 10.25346/s6lqjm3j/ykwfzj
title: msXV_065r_MMSI+RTI+TX940IR_025_F.tif
DOI: 10.25346/s6lqjm3j/ms1vtf
title: msXV_065r_MMSI+RTI+TX735IR_024_F.tif
DOI: 10.25346/s6lqjm3j/heprav
title: msXV_065r_MMSI+RTI+TX615RO_023_F.tif
DOI: 10.25346/s6lqjm3j/ihjq6n
title: msXV_065r_MMSI+RTI+TX1050R_026_F.tif
DOI: 10.25346/s6lqjm3j/yy9spy
title: msXV_065r_MMSI+RTI+TX1050R_022_F.tif
DOI: 10.25346/s6lqjm3j/8x9esm
title: msXV_065r_MMSI+RTI+M1050IR_021_F.tif
DOI: 10.25346/s6lqjm3j/jhdvuu
title: msXV_065r_MMSI+RTI+M1050IR_020_F.tif
DOI: 10.25346/s6lqjm3j/mztbxr
title: msXV_065r_MMSI+RTI+M1050IR_019_F.tif
DOI: 10.25346/s6lqjm3j/7c4iuv
title: msXV_065r_MMSI+RTI+M0940IR_018_F.tif
DOI: 10.25346/s6lqjm3j/sbjzog
title: msXV_065r_MMSI+RTI+M0850IR_017_F.tif
DOI: 10.25346/s6lqjm3j/xtvfuw
title: msXV_065r_MMSI+RTI+M0780IR_016_F.tif
DOI: 10.25346/s6lqjm3j/phjhdd
title: msXV_065r_MMSI+RTI+M0735IR_015_F.tif
DOI: 10.25346/s6lqjm3j/zukfw7
title: msXV_065r_MMSI+RTI+M0700IR_014_F.tif
DOI: 10.25346/s6lqjm3j/pqlopo
title: msXV_065r_MMSI+RTI+M0655DR_013_F.tif
DOI: 10.25346/s6lqjm3j/3tvjhg
title: msXV_065r_MMSI+RTI+M0630RD_012_F.tif
DOI: 10.25346/s6lqjm3j/stp04b
title: msXV_065r_MMSI+RTI+M0615RO_011_F.tif
DOI: 10.25346/s6lqjm3j/wdfymx
title: msXV_065r_MMSI+RTI+M0590AM_010_F.tif
DOI: 10.25346/s6lqjm3j/hobj6n
title: msXV_065r_MMSI+RTI+M0560LI_009_F.tif
DOI: 10.25346/s6lqjm3j/upfuuj
title: msXV_065r_MMSI+RTI+M0530GN_008_F.tif
DOI: 10.25346/s6lqjm3j/zeyp6c
title: msXV_065r_MMSI+RTI+M0505CN_007_F.tif
DOI: 10.25346/s6lqjm3j/lidskb
title: msXV_065r_MMSI+RTI+M0470LB_006_F.tif
DOI: 10.25346/s6lqjm3j/n0bp7e
title: msXV_065r_MMSI+RTI+M0450RB_005_F.tif
DOI: 10.25346/s6lqjm3j/jipvmx
title: msXV_065r_MMSI+RTI+M0420VI_004_F.tif
DOI: 10.5281/zenodo.17604796
title: aloe Vera as a potential Antiviral:Revisiting the 2020 patent for viral infection

description:    Shokoufeh Mohamadi (ORCID: 0009‑0004‑9102‑8005)

This article revisits the 2020 Iranian patent on aloe Veras Antiviral properties, examining bioactive compounds, proposed mechanisms, and potential modern appliances against viral infections. It discusses pathways for patent revival and highlights the importance of phytomedicine in Antiviral research
DOI: 10.25346/s6lqjm3j/fxrvyh
title: msXV_065r_MMSI+RTI+M0400UV_003_F.tif
DOI: 10.25346/s6lqjm3j/0tnaix
title: msXV_065r_MMSI+RTI+M0385UV_002_F.tif
DOI: 10.25346/s6lqjm3j/f2k7uo
title: msXV_065r_MMSI+RTI+M0365UV_001_F.tif
DOI: 10.25346/s6lqjm3j/3hngf7
title: msXV_065r_MMSI+RTI+Arc_G15_096_F.tif
DOI: 10.25346/s6lqjm3j/6oaftl
title: msXV_065r_MMSI+RTI+Arc_G13_095_F.tif
DOI: 10.25346/s6lqjm3j/4csdsm
title: msXV_065r_MMSI+RTI+Arc_G11_094_F.tif
DOI: 10.25346/s6lqjm3j/oyjzy6
title: msXV_065r_MMSI+RTI+Arc_G09_093_F.tif
DOI: 10.25346/s6lqjm3j/fwuouv
title: msXV_065r_MMSI+RTI+Arc_G07_092_F.tif
DOI: 10.25346/s6lqjm3j/z1ghzm
title: msXV_065r_MMSI+RTI+Arc_G05_091_F.tif
DOI: 10.15468/dl.hu45b5
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "DatasetKey is Colección de Anfibios del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-Am)",
 "GadmGid is COL.2.103_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Caudata"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032069-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6lqjm3j/frvbh0
title: msXV_065r_MMSI+RTI+Arc_G03_090_F.tif
DOI: 10.25346/s6lqjm3j/l84mxz
title: msXV_065r_MMSI+RTI+Arc_G01_089_F.tif
DOI: 10.25346/s6lqjm3j/6l6wy7
title: msXV_065r_MMSI+RTI+Arc_F16_088_F.tif
DOI: 10.25346/s6lqjm3j/tgg6hj
title: msXV_065r_MMSI+RTI+Arc_F14_087_F.tif
DOI: 10.25346/s6lqjm3j/rgzgcc
title: msXV_065r_MMSI+RTI+Arc_F12_086_F.tif
DOI: 10.25346/s6lqjm3j/sgt2hf
title: msXV_065r_MMSI+RTI+Arc_F10_085_F.tif
DOI: 10.25346/s6lqjm3j/dq78ni
title: msXV_065r_MMSI+RTI+Arc_F08_084_F.tif
DOI: 10.25346/s6lqjm3j/m4brqh
title: msXV_065r_MMSI+RTI+Arc_F06_083_F.tif
DOI: 10.25346/s6lqjm3j/q4earl
title: msXV_065r_MMSI+RTI+Arc_F04_082_F.tif
DOI: 10.25346/s6lqjm3j/dwbvys
title: msXV_065r_MMSI+RTI+Arc_F02_081_F.tif
DOI: 10.25346/s6lqjm3j/b4zypo
title: msXV_065r_MMSI+RTI+Arc_E15_080_F.tif
DOI: 10.25346/s6lqjm3j/digth8
title: msXV_065r_MMSI+RTI+Arc_E13_079_F.tif
DOI: 10.15468/dl.2997vj
title: Occurrence Download

description: A dataset containing 36146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus"
 ]
}

 The dataset includes 36146 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032070-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6lqjm3j/6c0n1j
title: msXV_065r_MMSI+RTI+Arc_E11_078_F.tif
DOI: 10.25346/s6lqjm3j/ffddoy
title: msXV_065r_MMSI+RTI+Arc_E09_077_F.tif
DOI: 10.25346/s6lqjm3j/jmw0nf
title: msXV_065r_MMSI+RTI+Arc_E07_076_F.tif
DOI: 10.25346/s6lqjm3j/xr6vzc
title: msXV_065r_MMSI+RTI+Arc_E05_075_F.tif
DOI: 10.25346/s6lqjm3j/kckahw
title: msXV_065r_MMSI+RTI+Arc_E03_074_F.tif
DOI: 10.25346/s6lqjm3j/rj8ucj
title: msXV_065r_MMSI+RTI+Arc_E01_073_F.tif
DOI: 10.25346/s6lqjm3j/24qvna
title: msXV_065r_MMSI+RTI+Arc_D16_072_F.tif
DOI: 10.25346/s6lqjm3j/fsz4sf
title: msXV_065r_MMSI+RTI+Arc_D14_071_F.tif
DOI: 10.25346/s6lqjm3j/pv6hin
title: msXV_065r_MMSI+RTI+Arc_D12_070_F.tif
DOI: 10.25346/s6lqjm3j/r8dyem
title: msXV_065r_MMSI+RTI+Arc_D10_069_F.tif
DOI: 10.25346/s6lqjm3j/9rxonx
title: msXV_065r_MMSI+RTI+Arc_D08_068_F.tif
DOI: 10.25346/s6lqjm3j/dnx7c9
title: msXV_065r_MMSI+RTI+Arc_D06_067_F.tif
DOI: 10.25346/s6lqjm3j/y3q2ow
title: msXV_065r_MMSI+RTI+Arc_D04_066_F.tif
DOI: 10.25346/s6lqjm3j/w0xhce
title: msXV_065r_MMSI+RTI+Arc_D02_065_F.tif
DOI: 10.25346/s6lqjm3j/tm0mks
title: msXV_065r_MMSI+RTI+Arc_C15_064_F.tif
DOI: 10.25346/s6lqjm3j/fgsyhp
title: msXV_065r_MMSI+RTI+Arc_C13_063_F.tif
DOI: 10.5281/zenodo.17604833
title: Survey about the role of social media marketing and its impact on brand loyalty in the Peruvian retail sector
DOI: 10.5281/zenodo.17604834
title: Survey about the role of social media marketing and its impact on brand loyalty in the Peruvian retail sector
DOI: 10.25346/s6lqjm3j/2fesd8
title: msXV_065r_MMSI+RTI+Arc_C11_062_F.tif
DOI: 10.25346/s6lqjm3j/zsdvl4
title: msXV_065r_MMSI+RTI+Arc_C09_061_F.tif
DOI: 10.25346/s6lqjm3j/ilqj8d
title: msXV_065r_MMSI+RTI+Arc_C07_060_F.tif
DOI: 10.25346/s6lqjm3j/fgvnjq
title: msXV_065r_MMSI+RTI+Arc_C05_059_F.tif
DOI: 10.25346/s6lqjm3j/wya4qp
title: msXV_065r_MMSI+RTI+Arc_C03_058_F.tif
DOI: 10.25346/s6lqjm3j/qhlywt
title: msXV_065r_MMSI+RTI+Arc_C01_057_F.tif
DOI: 10.25346/s6lqjm3j/hsyrlh
title: msXV_065r_MMSI+RTI+Arc_B16_056_F.tif
DOI: 10.25346/s6lqjm3j/frgnxm
title: msXV_065r_MMSI+RTI+Arc_B14_055_F.tif
DOI: 10.25346/s6lqjm3j/6nwzzi
title: msXV_065r_MMSI+RTI+Arc_B12_054_F.tif
DOI: 10.25346/s6lqjm3j/zgpktr
title: msXV_065r_MMSI+RTI+Arc_B10_053_F.tif