cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z8w672
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyporthodus septemfasciatus (Thunberg, 1793)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036627-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27967392
title: ultralytics-main.zip

description: Addressing the complexity and diversity of field symptoms related to citrus Huanglong disease (HLD), which significantly impacts yield and quality, while also tackling the challenges associated with the low efficiency and inadequate accuracy of traditional detection methods, this study introduces a field symptom detection model based on an enhanced version of YOLOv8. Initially, image enhancement techniques and other preprocessing steps were applied to samples of citrus Huanglong disease collected from various locations in Fujian Province to improve the model's capability to detect HLB in complex environments. Subsequently, a novel C2f Attention IRMB module was developed to replace the original cross-stage local layer convolution C2f, thereby providing a more comprehensive consideration of target position and size differences, improving target localization, and enhancing the model's ability to extract relevant features of citrus Huanglong disease while achieving model lightweighting. Additionally, a three-channel aggregated attention module was integrated into the Neck Powerneck, effectively capturing richer global and local image information, fostering interaction and fusion among different feature layers, and reducing redundancy and repeated computations to enhance the overall efficiency and performance of the model. The model's capacity to express features of citrus Huanglong disease was further strengthened by embedding a finely designed attention mechanism. Lastly, an efficient detection head was constructed to accelerate the inference process. Experimental results demonstrate that on a dataset comprising 12 diseases and 2 healthy states, the mean Average Precision at IoU 0.50 (mAP50) of this model achieved 97%, with a Precision of 91.5%; these figures reflect improvements of 1.1% and 1.2%, respectively, compared to the original YOLOv8 algorithm. Additionally, the inference speed increased by 14.6%, fully meeting the real-time requirements for detecting diseases in citrus fields and illustrating the effectiveness and advanced nature of the improved algorithm, thereby providing robust support for the rapid identification of diseases in the citrus cultivation process.
DOI: 10.15468/dl.26hfss
title: Occurrence Download

description: A dataset containing 172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Musa acuminata Colla",
 "Year is 2021"
 ]
}

 The dataset includes 172 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036629-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.1285217
title: Forest Recovering and Soil Respiration Rate
DOI: 10.6084/m9.figshare.1285228
title: Assessment of Source and Quality of Drinking Water in Coastal Area of Badin, Sindh, Pakistan
DOI: 10.6084/m9.figshare.1285235
title: Prevalence of Cardiac Risk Factors among People Attending an Exhibition
DOI: 10.6084/m9.figshare.1285223
title: A Fuzzy Analytic Hierarchy Approach for Ranking and Prioritizing Sustainability Criteria and Indicators of Ecotourism Management
DOI: 10.6084/m9.figshare.1285226
title: Arsenic in Tube Well Water in Six Blocks of Supaul District, Bihar
DOI: 10.6084/m9.figshare.1285206
title: Dynamic Vulnerability: Application to the Bou-Areg Aquifer (Morocco)
DOI: 10.6084/m9.figshare.1285222
title: Numerical Simulation of Multi-chamber Piston Compressed Ignition Engine
DOI: 10.6084/m9.figshare.1285205
title: Determining the Water Quality Index of an Urban Water Body Dal Lake, Kashmir, India
DOI: 10.6084/m9.figshare.1285224
title: Bioremediation of Methomyl by Soil Isolate  Pseudomonas Aeruginosa
DOI: 10.6084/m9.figshare.1285225
title: Assessment of Groundwater Quality of Lalitpur District, Uttar  Pradesh Using GIS Mapping
DOI: 10.6084/m9.figshare.1285221
title: Effect of Different Levels of Sewage Sludge on Concentration of Heavy Metals Soil Grow With Cereal Crops
DOI: 10.6084/m9.figshare.1284982
title: Correction and Management of Total Uterine Prolapse in A Crossbred Cow
DOI: 10.6084/m9.figshare.1284983
title: Improving Growth and Productivity of Pear Trees Using Some Natural Plants Extracts under North Sinai Conditions
DOI: 10.6084/m9.figshare.1284981
title: Effect of Drip Irrigation and Fertilizer Management on Capsicum (Capsicum Annum L)
DOI: 10.6084/m9.figshare.1284958
title: Larvicidal Effect of Aqueous Leaf Extract of Tobacco (Nicotianatabacum) On the Third Instar Larvae of Musca domesticaL.
DOI: 10.6084/m9.figshare.1284960
title: Postnatal Changes in Epithelial Lining of Follicles in Thyroid Gland of Pati Ducks (Anas Platyrhynchos Domesticus) Of Assam at Different Age Groups
DOI: 10.6084/m9.figshare.1284957
title: Effect of pruning on yield and Fruit Quality of Guava Trees
DOI: 10.6084/m9.figshare.1284956
title: Determination of Saturated Hydraulic Conductivity of Different Soil Texture Materials
DOI: 10.6084/m9.figshare.1284959
title: The Characteristics of Cattle Farmer Households and the Income of Cattle Farming Businesses in East Java
DOI: 10.6084/m9.figshare.1284962
title: Distribution of cry9 family members in local Bacillus thuringiensis isolates from Western India (Vidarbha region)
DOI: 10.6084/m9.figshare.1284964
title: Prevalence of Listeria Monocytogenese in Raw Milk in Faisalabad, Pakistan
DOI: 10.6084/m9.figshare.1284965
title: Studies of some pre harvest treatments on growth and fruit quality of guava fruits
DOI: 10.6084/m9.figshare.1284961
title: Haematological Studies on Atrazine Induced Toxicity in Broilers
DOI: 10.6084/m9.figshare.1284963
title: Prevalence of Piroplasmosis amongst local horses in Northeastern Nigeria.
DOI: 10.6084/m9.figshare.1284966
title: Impact of Eei (Extension Education Training) On Successful Implementation of Organic Farming by Andhra Pradesh Farmers- Success Stories
DOI: 10.15468/dl.38hej4
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((102.77433871378938 -8.675336719614222,106.77433871378938 -8.675336719614222,106.77433871378938 -4.675336719614222,102.77433871378938 -4.675336719614222,102.77433871378938 -8.675336719614222))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus Linnaeus, 1758"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036631-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28034312
title: <b>A study on an efficient citrus Huanglong disease detection algorithm based on three-channel aggregated attention</b>

description: Addressing the complexity and diversity of field symptoms related to citrus Huanglong disease (HLD), which significantly impacts yield and quality, while also tackling the challenges associated with the low efficiency and inadequate accuracy of traditional detection methods, this study introduces a field symptom detection model based on an enhanced version of YOLOv8. Initially, image enhancement techniques and other preprocessing steps were applied to samples of citrus Huanglong disease collected from various locations in Fujian Province to improve the model's capability to detect HLB in complex environments. Subsequently, a novel C2f Attention IRMB module was developed to replace the original cross-stage local layer convolution C2f, thereby providing a more comprehensive consideration of target position and size differences, improving target localization, and enhancing the model's ability to extract relevant features of citrus Huanglong disease while achieving model lightweighting. Additionally, a three-channel aggregated attention module was integrated into the Neck Powerneck, effectively capturing richer global and local image information, fostering interaction and fusion among different feature layers, and reducing redundancy and repeated computations to enhance the overall efficiency and performance of the model. The model's capacity to express features of citrus Huanglong disease was further strengthened by embedding a finely designed attention mechanism. Lastly, an efficient detection head was constructed to accelerate the inference process. Experimental results demonstrate that on a dataset comprising 12 diseases and 2 healthy states, the mean Average Precision at IoU 0.50 (mAP50) of this model achieved 97%, with a Precision of 91.5%; these figures reflect improvements of 1.1% and 1.2%, respectively, compared to the original YOLOv8 algorithm. Additionally, the inference speed increased by 14.6%, fully meeting the real-time requirements for detecting diseases in citrus fields and illustrating the effectiveness and advanced nature of the improved algorithm, thereby providing robust support for the rapid identification of diseases in the citrus cultivation process.
DOI: 10.15468/dl.n7h7ms
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus septemfasciatus (Thunberg, 1793)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036632-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh3q3g
title: Occurrence Download

description: A dataset containing 64675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-11.15362 50.76064,-5.57551 49.50697,0.76325 50.25385,2.8641 52.35925,0.65459 56.64501,-1.44626 58.69761,-5.2073 60.6696,-13.34336 58.7577,-15.6187 52.80051,-11.15362 50.76064))",
 "OccurrenceStatus is Present",
 "TaxonKey is Apis mellifera Linnaeus, 1758",
 "Year 2000-2024"
 ]
}

 The dataset includes 64675 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036630-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/cdjy-f137
title: Adaptive Formation Tracking Control of Multi-CRA via Back-Stepping and RBFNN Approach

description: The visual simulation environment of CRA is constructed in ROS and Gazebo environment. The visual aircraft model in the simulation environment is established as controlled objects according to the kinematic characteristics of the CRA. The software code of UAV flight control is completed based on PX4 firmware, QGroundControl (QGC for short), and Gazebo, which are used to conduct SITL simulation of the customized model . QGroundControl ground station is used to display the flight status and trajectories of CRAs. To accomplish the formation tracking mission, the initial position is set as a 3×3, specifically as: CRA_0（-3m, -3m, 0）, CRA_1（-3m, 0m, 0）, CRA_2:（-3m, 3m, 0）, CRA_3（0, -3m, 0）, CRA_4（0, 0, 0）, CRA_5（0, 3m, 0）, CRA_6（3m, -3m, 0）, CRA_7（3m, 0m, 0）, CRA_8（3m, 3m, 0）. The mission is to form a cube formation after takeoff, with a side length of 4m, then obtain a steady forward flight until it reaches the endpoint. Set the end point of CRA_0:（-3m, -100m, 30m）, the follower adjusts the trajectory and attitude according to the leader’s position
DOI: 10.15468/dl.uhg7ac
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyporthodus octofasciatus (Griffin, 1926)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036633-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48579/pro/xgre6p/4u6jxi
title: Rapport Mission_2020_06_Brest-Douarnenez.pdf

description: :unav
DOI: 10.48579/pro/xgre6p/c1bx7y
title: shoal_descriptors200.tab

description: :unav
DOI: 10.48579/pro/xgre6p/xzya65
title: shoal_descriptors70.tab

description: :unav
DOI: 10.48579/pro/xgre6p/pvy41c
title: données brutes EK80 hac.7z.006

description: :unav
DOI: 10.48579/pro/xgre6p/dvdk57
title: shoal_descriptors120.tab

description: :unav
DOI: 10.48579/pro/xgre6p
title: Campagne Brest Juin 2020

description: Le projet ACaPELA (ACoustique PELagique) est un projet porté par le MNHN (Station marine de Dinard) et réalisé en collaboration avec l’IRD (UMR LEMAR) et PatriNat (OFB-CNRS-MNHN). Ce projet R&D a pour objectif de développer et valider la méthodologie de surveillance DCSMM pour l’évaluation de l’état écologique des populations et peuplements de poissons et céphalopodes (PCs) des milieux pélagiques côtiers, c’est-à-dire les espèces pélagiques ou bentho-pélagiques fréquentant la colonne d’eau (le pelagos) dans les zones dont la bathymétrie est comprise entre 0 et 40 m (zones dites côtières). Les protocoles d’échantillonnages proposés consistent à combiner l’utilisation de deux technologies d’acoustiques actives complémentaires, orientées verticalement : un sondeur large bande (Simrad EK80, 70, 120 et 200 kHz) et un sonar multifaisceaux (Simrad M3, 500 kHz). Cette campagne a été réalisée dans le cadre du projet ACaPELA, en Juin 2020, à bord du bateau de station Albert Lucas. Cette campagne a permis de réaliser des radiales acoustiques en rade de Brest et alentours ainsi qu’en baie de Douarnenez, avec un focus sur les zones de petits fonds et le gradient côte-large. Ces enregistrements ont été complétés avec des enregistrements CTD (Conductivity-Depth-Temperature) à des points clefs identifiés au préalables. Des pêches sur détection ont également été réalisées à l’aide d’un chalut méso-pélagique.
DOI: 10.48579/pro/xgre6p/6ogjqj
title: données brutes EK80 hac.7z.001

description: :unav
DOI: 10.48579/pro/xgre6p/kra53c
title: données brutes EK80 hac.7z.002

description: :unav
DOI: 10.48579/pro/xgre6p/nfpjk0
title: données brutes EK80 hac.7z.005

description: :unav
DOI: 10.48579/pro/xgre6p/sqh36e
title: données brutes EK80 hac.7z.003

description: :unav
DOI: 10.48579/pro/xgre6p/tapg0k
title: données brutes EK80 hac.7z.004

description: :unav
DOI: 10.6084/m9.figshare.28034225
title: Data and Code for DI-ALH Analysis Using FAERS

description: This dataset and code are part of a pharmacovigilance study analyzing drug-induced autoimmune-like hepatitis (DI-ALH) reports from the FAERS database (2004–2024). It includes raw data and scripts used for signal detection analyses.
DOI: 10.15468/dl.ffgrw9
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Takifugu porphyreus (Temminck & Schlegel, 1850)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036635-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10875542
title: aRTF Clothes dataset

description: A dataset of almost 2000 RGB images of clothes in real-world household scenes. All images* are annotated with semantic keypoints, object masks and object bounding boxes using the COCO keypoints format. 

 

The table below summarizes the dataset. Note that the scenes and cloth items for the train and test split are completely distinct to measure generalization across scenes and cloth items.




 
# Scenes
 
# Clothes
 
# Images
 


 
Train
Test
Train
Test
Train
Test




Tshirts

6
8
15
20
210
400


Towels
6
8
15
20
210
400


Shorts
6
8
8
9
112
180


Boxershorts
6
8
11
11
154
220


Total
6
8
49
60
686
1200




 

* Not all boxershort images have been labeled yet.

Codebase 

The codebased used to capture the images and label the dataset is available here.  

Files

There are two .zip files available:

- `aRTFClothes-rgb.zip` contains all full-sized images, with COCO and CVAT annotations.- `aRTFClothes-resized-paper-splits` contains 3 zips that each contain the train/val/test splits (as coco datasets) that were used in the paper. All images are resized to 512x256.

 

The dataset was released in this paper, if you use the dataset in scientific publications we ask to cite this work.
DOI: 10.5281/zenodo.10875541
title: aRTF Clothes dataset

description: A dataset of almost 2000 RGB images of clothes in real-world household scenes. All images* are annotated with semantic keypoints, object masks and object bounding boxes using the COCO keypoints format. 

 

The table below summarizes the dataset. Note that the scenes and cloth items for the train and test split are completely distinct to measure generalization across scenes and cloth items.




 
# Scenes
 
# Clothes
 
# Images
 


 
Train
Test
Train
Test
Train
Test




Tshirts

6
8
15
20
210
400


Towels
6
8
15
20
210
400


Shorts
6
8
8
9
112
180


Boxershorts
6
8
11
11
154
220


Total
6
8
49
60
686
1200




 

* Not all boxershort images have been labeled yet.

Codebase 

The codebased used to capture the images and label the dataset is available here.  

Files

There are three .zip files available:



`aRTFClothes-rgb.zip` contains all full-sized images, with COCO and CVAT annotations.

 `aRTFClothes-resized-paper-splits` contains 3 zips that each contain the train/val/test splits (as coco datasets) that were used in the paper. All images are resized to 512x256.

`artf-all-categories_resized_512x256.zip` contains train/val/test splits that combine the cloth categories


 

The dataset was released in this paper, if you use the dataset in scientific publications we ask to cite this work.
DOI: 10.5281/zenodo.14501499
title: aRTF Clothes dataset

description: A dataset of almost 2000 RGB images of clothes in real-world household scenes. All images* are annotated with semantic keypoints, object masks and object bounding boxes using the COCO keypoints format. 

 

The table below summarizes the dataset. Note that the scenes and cloth items for the train and test split are completely distinct to measure generalization across scenes and cloth items.




 
# Scenes
 
# Clothes
 
# Images
 


 
Train
Test
Train
Test
Train
Test




Tshirts

6
8
15
20
210
400


Towels
6
8
15
20
210
400


Shorts
6
8
8
9
112
180


Boxershorts
6
8
11
11
154
220


Total
6
8
49
60
686
1200




 

* Not all boxershort images have been labeled yet.

Codebase 

The codebased used to capture the images and label the dataset is available here.  

Files

There are three .zip files available:



`aRTFClothes-rgb.zip` contains all full-sized images, with COCO and CVAT annotations.

 `aRTFClothes-resized-paper-splits` contains 3 zips that each contain the train/val/test splits (as coco datasets) that were used in the paper. All images are resized to 512x256.

`artf-all-categories_resized_512x256.zip` contains train/val/test splits that combine the cloth categories


 

The dataset was released in this paper, if you use the dataset in scientific publications we ask to cite this work.
DOI: 10.5281/zenodo.14499566
title: Dataset for 'Defects in magnetic domain walls after single-shot all-optical switching'

description: Dataset for the paper "Defects in magnetic domain walls after single-shot all-optical switching".This dataset contains raw data and code useful to produce the results and figures found in the paper.
DOI: 10.5281/zenodo.14499567
title: Dataset for 'Defects in magnetic domain walls after single-shot all-optical switching'

description: Dataset for the paper "Defects in magnetic domain walls after single-shot all-optical switching".This dataset contains raw data and code useful to produce the results and figures found in the paper.
DOI: 10.15468/dl.bdmwer
title: Occurrence Download

description: A dataset containing 45383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUT",
 "TaxonKey is Chrysomelidae"
 ]
}

 The dataset includes 45383 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036634-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxes45
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetraodon porphyreus Temminck & Schlegel, 1850",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036636-241126133413365/datasets/export for details.
DOI: 10.15468/dl.2etvxb
title: Occurrence Download

description: A dataset containing 4460573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 25,-52 25,-52 80,-180 80,-180 25))",
 "TaxonKey is Mammalia",
 "Year 1899-2024"
 ]
}

 The dataset includes 4460573 records from 852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036584-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/nlvz6p
title: SOLAR-IMAGES-MOVIES.zip

description: Solar activity events, images and movies