cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48597/d3eg-m6ms
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/dfj9-3wp5
title: Chromium at Lough Navar

description: Measurement of Chromium at Lough Navar
DOI: 10.48597/dmym-5c5y
title: Ammonium at Lesnoy

description: Measurement of Ammonium at Lesnoy
DOI: 10.48597/dqff-u8m3
title: Aerosol light scattering at Hyytiälä

description: Measurement of Aerosol light scattering at Hyytiälä
DOI: 10.48597/drq8-ygnp
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/dtwm-7ua6
title: Inorganics in air and particle phase at Semenic

description: Measurement of Inorganics in air and particle phase at Semenic
DOI: 10.48597/eeq5-v6kb
title: Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/egp2-ed83
title: Aerosol light scattering at Pallas (Sammaltunturi)

description: Measurement of Aerosol light scattering at Pallas (Sammaltunturi)
DOI: 10.48597/ev58-4sws
title: Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/ex98-ujv5
title: VOC (hydrocarbons) at Kosetice (NAOK)

description: Measurement of VOC (hydrocarbons) at Kosetice (NAOK)
DOI: 10.48597/ftmf-5cj7
title: VOC (hydrocarbons) at Pallas (Sammaltunturi)

description: Measurement of VOC (hydrocarbons) at Pallas (Sammaltunturi)
DOI: 10.48597/g9dz-9hkn
title: Nitrate at Lesnoy

description: Measurement of Nitrate at Lesnoy
DOI: 10.48597/gmwk-usyq
title: Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/h3gd-agd4
title: Methane at Angus

description: Measurement of Methane at Angus
DOI: 10.48597/h8r2-bdns
title: Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/heh3-8pmy
title: Ammonium at Danki

description: Measurement of Ammonium at Danki
DOI: 10.48597/j8mg-whan
title: Nitrogen oxides and inorganics in air and particle phase at Poiana Stampei

description: Measurement of Nitrogen oxides and inorganics in air and particle phase at Poiana Stampei
DOI: 10.48597/k9qg-2hd4
title: Aerosol_absorption_coefficient at Alert

description: Measurement of Aerosol_absorption_coefficient at Alert
DOI: 10.48597/kuzm-xrd4
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/n49r-n9gx
title: Particle_number_size_distribution at Vavihill

description: Measurement of Particle_number_size_distribution at Vavihill
DOI: 10.48597/ncwr-h9zr
title: Nitrate at Danki

description: Measurement of Nitrate at Danki
DOI: 10.48597/nmm2-jy7f
title: VOC (hydrocarbons) at La Tardière

description: Measurement of VOC (hydrocarbons) at La Tardière
DOI: 10.48597/np3w-vw5s
title: Main greenhouse gases at Angus

description: Measurement of Main greenhouse gases at Angus
DOI: 10.48597/nsn3-3aq3
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/pc86-cyzb
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/pstz-dfkr
title: Precipitation_amount at Lough Navar

description: Measurement of Precipitation_amount at Lough Navar
DOI: 10.48597/psx5-wp2w
title: Particle_number_concentration at Alert

description: Measurement of Particle_number_concentration at Alert
DOI: 10.48597/q8km-vd3h
title: Arsenic at Lough Navar

description: Measurement of Arsenic at Lough Navar
DOI: 10.48597/qa8j-s8m5
title: Methane at Angus

description: Measurement of Methane at Angus
DOI: 10.48597/qbyu-ce5h
title: Ozone at Semenic

description: Measurement of Ozone at Semenic
DOI: 10.48597/r82y-6tve
title: Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/rden-36aq
title: Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol light scattering at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/rvxy-gg7x
title: Nickel at Lough Navar

description: Measurement of Nickel at Lough Navar
DOI: 10.48597/stmf-djpg
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/suae-fyd7
title: Particle_number_concentration at Alert

description: Measurement of Particle_number_concentration at Alert
DOI: 10.48597/tayw-hqj6
title: VOC (hydrocarbons) at Peyrusse Vieille

description: Measurement of VOC (hydrocarbons) at Peyrusse Vieille
DOI: 10.48597/tk92-jn44
title: Sulphate_total at Lesnoy

description: Measurement of Sulphate_total at Lesnoy
DOI: 10.48597/tpxd-mryc
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/u86d-ysg8
title: Cadmium at Lough Navar

description: Measurement of Cadmium at Lough Navar
DOI: 10.48597/u9cp-amc4
title: Nitrogen_dioxide at High Muffles

description: Measurement of Nitrogen_dioxide at High Muffles
DOI: 10.48597/ubvq-ekyj
title: Aerosol light scattering at Hyytiälä

description: Measurement of Aerosol light scattering at Hyytiälä
DOI: 10.48597/vcwr-jcx8
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/w36h-7qrg
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/wpee-phwc
title: Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/wut9-v43u
title: Aerosol_absorption_coefficient at Alert

description: Measurement of Aerosol_absorption_coefficient at Alert
DOI: 10.48597/x9a5-358p
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/xqks-pzv5
title: Aerosol_absorption_coefficient at Trinidad Head

description: Measurement of Aerosol_absorption_coefficient at Trinidad Head
DOI: 10.48597/xrkf-guuj
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/y2mb-vexb
title: Inorganics in air and particle phase at Lesnoy

description: Measurement of Inorganics in air and particle phase at Lesnoy
DOI: 10.48597/yg37-z8hv
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/yjmk-3h6c
title: Inorganics in air and particle phase at Danki

description: Measurement of Inorganics in air and particle phase at Danki
DOI: 10.48597/ykd5-eknw
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/ync5-wdny
title: Greenhouse gases at Tacolneston

description: Measurement of Greenhouse gases at Tacolneston
DOI: 10.48597/zm3x-9hej
title: Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Particle_number_concentration at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/zs55-atkr
title: Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)

description: Measurement of Aerosol_absorption_coefficient at Steamboat Springs, Colorado (Storm Peak Laboratory)
DOI: 10.48597/2p6k-sz8k
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/2qm6-zheu
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/34cf-nbmw
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/3eyv-s924
title: Measurement of Precipitation_amount_off at Algoma

description: Measurement of Precipitation_amount_off at Algoma
DOI: 10.48597/3fh9-k98w
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/3gza-hvdh
title: Measurement of Inorganics in precipitation at Bonner Lake

description: Measurement of Inorganics in precipitation at Bonner Lake
DOI: 10.48597/3ng2-ncsp
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/3sn8-n2y2
title: Measurement of Precipitation_amount_off at Algoma

description: Measurement of Precipitation_amount_off at Algoma
DOI: 10.48597/3tjw-8xap
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/3urb-rhnu
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/3v76-eyju
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/43vk-d6hw
title: Measurement of Inorganics in precipitation at Algoma

description: Measurement of Inorganics in precipitation at Algoma
DOI: 10.48597/498z-9tp3
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/4b3g-p4y5
title: Measurement of Precipitation_amount_off at Chalk River

description: Measurement of Precipitation_amount_off at Chalk River
DOI: 10.48597/4qjv-gxht
title: Measurement of Precipitation_amount_off at Chalk River

description: Measurement of Precipitation_amount_off at Chalk River
DOI: 10.48597/4v7k-b3vn
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/4vr6-5kgw
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/4ys7-2z99
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/5pxt-z229
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/5s6t-9pb9
title: Measurement of Inorganics in precipitation at Bonner Lake

description: Measurement of Inorganics in precipitation at Bonner Lake
DOI: 10.48597/5sea-rwxr
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/5uuu-xc7t
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/6qad-mpuu
title: Measurement of Inorganics in air and particle phase at Experimental Lakes Area

description: Measurement of Inorganics in air and particle phase at Experimental Lakes Area
DOI: 10.48597/6vy6-ueyw
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/77jx-5sz7
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/77r7-vazf
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/7sm6-u5vb
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/8s3z-kht6
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/8sea-tkaa
title: Measurement of Inorganics in air and particle phase at Experimental Lakes Area

description: Measurement of Inorganics in air and particle phase at Experimental Lakes Area
DOI: 10.48597/8w99-bbmg
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/8wha-y2nn
title: Measurement of Inorganics in precipitation at Bonner Lake

description: Measurement of Inorganics in precipitation at Bonner Lake
DOI: 10.48597/95yb-utar
title: Measurement of Precipitation_amount_off at Chalk River

description: Measurement of Precipitation_amount_off at Chalk River
DOI: 10.48597/99sf-cctz
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/9jxz-8ux5
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/a6hk-4ym9
title: Measurement of Precipitation_amount_off at Snare Rapids

description: Measurement of Precipitation_amount_off at Snare Rapids
DOI: 10.48597/aec8-kwwd
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/ajnn-vjwj
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/aktw-mtcj
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/asx7-g6sg
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/awbs-vxhf
title: Measurement of Inorganics in precipitation at Algoma

description: Measurement of Inorganics in precipitation at Algoma
DOI: 10.48597/b6b5-ppgb
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/bduu-dcqm
title: Measurement of Inorganics in precipitation at Bonner Lake

description: Measurement of Inorganics in precipitation at Bonner Lake
DOI: 10.48597/bq4p-5dm4
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/bsrb-pxwc
title: Measurement of Precipitation_amount_off at Algoma

description: Measurement of Precipitation_amount_off at Algoma
DOI: 10.48597/bxhm-dt52
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/bze3-4dzt
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/c4ph-behk
title: Measurement of Precipitation_amount_off at Chalk River

description: Measurement of Precipitation_amount_off at Chalk River
DOI: 10.48597/c7s6-n9v4
title: Measurement of Inorganics in precipitation at Algoma

description: Measurement of Inorganics in precipitation at Algoma
DOI: 10.48597/ckwj-7zzf
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/cmey-8gqh
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/czjv-tg8m
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/d7bg-g7eu
title: Measurement of Precipitation_amount_off at Bonner Lake

description: Measurement of Precipitation_amount_off at Bonner Lake
DOI: 10.48597/dgyv-nz3r
title: Measurement of Precipitation_amount_off at Snare Rapids

description: Measurement of Precipitation_amount_off at Snare Rapids
DOI: 10.48597/dsdm-4qne
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/dy6s-f3km
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/efpw-fu6w
title: Measurement of Precipitation_amount_off at Algoma

description: Measurement of Precipitation_amount_off at Algoma
DOI: 10.48597/euuq-b459
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/fnzy-y2ed
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/g4u5-7xsd
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/g9dt-65w5
title: Measurement of Inorganics in air and particle phase at Egbert

description: Measurement of Inorganics in air and particle phase at Egbert
DOI: 10.48597/gdh2-3awq
title: Measurement of Precipitation_amount_off at Algoma

description: Measurement of Precipitation_amount_off at Algoma
DOI: 10.48597/gkqm-h2zz
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/gz8u-ehga
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/h3n9-3yxn
title: Measurement of Inorganics in precipitation at Chalk River

description: Measurement of Inorganics in precipitation at Chalk River
DOI: 10.48597/h48c-t3zq
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/hda2-mk56
title: Measurement of Inorganics in air and particle phase at Algoma

description: Measurement of Inorganics in air and particle phase at Algoma
DOI: 10.48597/hu9u-3gyw
title: Measurement of Inorganics in precipitation at Egbert

description: Measurement of Inorganics in precipitation at Egbert
DOI: 10.48597/j3gu-yxcg
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.48597/m2r4-96tw
title: Measurement of Inorganics in air and particle phase at Experimental Lakes Area

description: Measurement of Inorganics in air and particle phase at Experimental Lakes Area
DOI: 10.48597/mked-edcg
title: Measurement of Precipitation_amount_off at Egbert

description: Measurement of Precipitation_amount_off at Egbert
DOI: 10.5281/zenodo.10759189
title: GHI Measurements in Rjim Maatoug, Tunisia 2004-2023

description: This database contains daily GHI measurements (w/m²) from January 1, 2004 to December 31, 2023. The measurement region is Rjim Maatoug in southern Tunisia; its coordinates are : Latitude 33.0, Longitude 8.0 . It is taken from the NASA/POWER CERES/MERRA2 Native Resolution Daily Data site.
DOI: 10.5281/zenodo.10759190
title: GHI Measurements in Rjim Maatoug, Tunisia 2004-2023

description: This database contains daily GHI measurements (w/m²) from January 1, 2004 to December 31, 2023. The measurement region is Rjim Maatoug in southern Tunisia; its coordinates are : Latitude 33.0, Longitude 8.0 . It is taken from the NASA/POWER CERES/MERRA2 Native Resolution Daily Data site.
DOI: 10.5281/zenodo.10639969
title: [Data] Classification of Progressive Wear on a Multi-Directional Pin-on-Disc Tribometer Simulating Conditions in Human Joints-UHMWPE against CoCrMo Using Acoustic Emission and Machine Learning

description: Human joint prostheses face wear and related failure mechanisms due to the complex tribological contact between Ultra-High-Molecular-Weight Polyethylene (UHMWPE) and Cobalt-Chromium-Molybdenum (CoCrMo). This study investigates wear mechanisms with the long term goal to predict failure rates in human joint prostheses. Multi-directional pin-on-disc tests were conducted in a medium simulating real in-vivo conditions to analyze the wear behavior of UHMWPE pins sliding against CoCrMo discs. The objectives were to gain insights into wear mechanisms and to classify wear rates. Real-time wear monitoring was enabled using Acoustic Emission (AE) sensors, capturing signals before and after weekly visual inspections over 2.3 million cycles. This approach facilitated continuous wear data collection and wear progression assessment. Integrating AE sensors proved valuable in detecting wear-related signals, enhancing wear progression detection, and aiding in anticipation of failure. This study presents a novel approach for monitoring wear progression in human joint prostheses using two Machine Learning (ML) frameworks. The first framework involved manually extracting time, frequency, and time-frequency domain features from acoustic signatures based on human knowledge. ML classifiers, including Logistic Regression, Support Vector Machine, k-Nearest Neighbor, Random Forest, Neural Networks, and Extreme Gradient Boosting, were applied for wear classification, achieving an average accuracy between 81% to 89%. The second framework introduced a contrastive learning-based Convolutional Neural Network (CNN) with circle loss to enhance wear classification performance. CNN extracted feature maps from the acoustic signatures, which were then used to retrain the ML classifiers. This approach demonstrated superior classification performance of 94% to 96% compared to manual feature extraction. Machine learning techniques enabled accurate wear classification and improved progressive assessment of human joint prostheses. Automated feature extraction using the contrastive learning-based CNN provided better insights into wear patterns and enhanced the predictive capabilities of ML classifiers. This approach can improve the early detection of wear-related failures and enable timely interventions. The successful implementation of AE sensors for real-time monitoring in lab simulated conditions demonstrates their effectiveness in detecting wear-related signals and supporting proactive measures to prevent wear failures. This unique method of monitoring and predicting wear progression using AE and ML in the UHMWPE-CoCrMo pairing enhances understanding of wear mechanisms in UHMWPE. This knowledge can guide the development of more reliable and durable prosthetic joint designs