cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11583/dtu.25103102
title: LabLiquidVision

description: The LabLiquidVolume dataset includes 5,451 images of liquids in laboratory containers. The images were taken using an Intel RealSense D415 camera in different environments in the automation laboratory and various research laboratories at the Novo Nordisk R&eD site in Måløv, Denmark. The ground truth of the liquid volume was measured using a Mettler Toledo XSR2002S balance with an accuracy of ± 0.5 mL. Twelve of the most common research laboratory containers, including the consumables used in cell culture processes, were selected. Various liquid volumes (3 - 600 mL), distances to the containers (50 - 600 mm), backgrounds, and camera angles were used. However, all images were taken from above so that the surface of the liquid is visible. In consultation with laboratory scientists, three different liquid colors were chosen: red, green, and blue. Besides transparent liquids, these are the most frequent colors of liquids in laboratory experiments. For the final dataset, the content is extended by the output of the segmentation and depth estimation model using the RGB images as input. This includes the segmented liquid and vessel depth maps, the liquid and vessel segmentation masks (each as .png and .npy files), and the unsegmented depth maps of liquid and vessel. The vessels in the images in the dataset have an average maximum volume of 178 mL and an average fill proportion of 48%. 31% percent of the samples contain green, 57% red, and 12% blue liquid.Using this dataset, we propose a vision-based liquid volume estimation using a novel two-step Convolutional Neural Network (CNN) architecture. In the first step, a single RGB input image is processed by the first CNN to predict the segmentation and depth of the transparent container and the containing liquid. For the training of the first step, we benefit from existing datasets targeting transparent containers such as TransProteus and Vector-LabPics. These intermediate predictions are further processed by a second CNN to give an estimate of the liquid volume in the container. For the training of the second network, the proposed new dataset LabLiquidVolume is used.
DOI: 10.5281/zenodo.10275595
title: Programs and data used for Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport

description: This is compiled from the program and output data using in Nishizawa (2024).
 
Nishizawa, 2024: Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport. submitted to GRL.
DOI: 10.5281/zenodo.10275594
title: Programs and data used for Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport

description: This is compiled from the program and output data using in Nishizawa (2024).

 

Nishizawa, 2024: Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport. submitted to JGR: Machine Learning and Computation.
DOI: 10.5281/zenodo.10628522
title: Programs and data used for Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport

description: This is compiled from the program and output data using in Nishizawa (2024).

 

Nishizawa, 2024: Extracting latent variables from forecast ensembles and advancements in similarity metric utilizing optimal transport. submitted to JGR: Machine Learning and Computation.
DOI: 10.15468/n9amcx
title: A checklist of mosses in three provinces (Heilongjiang Jilin and Liaoning) in northeast China

description: The checklist updates the distribution of moss in the three northeastern provinces of China. There are 706 species of moss in 63 families, 217 genera and 217 genera, including 467 species in 53 families and 167 genera in Heilongjiang Province, 508 species in 183 genera and 60 families in Jilin Province, and 54 families and 173 genera in Liaoning Province
DOI: 10.6084/m9.figshare.25459003
title: Traffic data.pdf

description: <b>Evaluating Road Network Resilience for Disasters in Developing Countries</b>
DOI: 10.57780/esa-ae7953d
title: FLEX Sentinel Tandem Campaign 2018

description: The 2018 Fluorescence Explorer Sense (FLEXSense) campaign combined various field activities in
preparation for the FLEX satellite mission. Two months of campaign activities were undertaken at
six sites across Europe, which included the opportunity to measure and interpret the fluorescence
signal across various scales (from leaf level to satellite data). The focus of these activities was the
recording of complete FLEX-like data sets, which include all relevant elements that are needed for
the preparation of the FLEX satellite mission.
DOI: 10.6084/m9.figshare.19858967
title: Knockdown of lncRNA PCAT6 suppresses the growth of non-small cell lung cancer cells by inhibiting macrophages M2 polarization via miR-326/KLF1 axis

description: Non-small cell lung cancer (NSCLC) is the most common malignant tumor of lung, which seriously threatens the life of people. It has been reported that lncRNA prostate cancer-associated transcript 6 (PCAT6) could facilitate the metastasis of NSCLC cells. However, whether lncRNA PCAT6 in NSCLC cells could affect the tumor microenvironment (TME) remains unclear. In the present study, the level of PCAT6 in NSCLC cells was detected using RT-qPCR. The effects of PCAT6 knockdown on the viability and apoptosis in NSCLC cells were detected with CCK-8 and flow cytometry assay. NSCLC cell-derived exosomes were isolated with ultracentrifugation. Next, transwell assay was conducted to assess the migration and invasion of NSCLC cells. Dual-luciferase reporter assay was performed to verify the relationship among PCAT6, miR-326, and KLF1 in A549 cells. In addition, nanoparticle tracking analysis (NTA) was applied to detect the particle size of isolated exosomes. Moreover, ELISA assay was performed to detect the levels of IL-1β and IL-10 in the supernatant of macrophage. We found knockdown of PCAT6 significantly inhibited the viability, migration, and invasion of NSCLC cells. In addition, dual-luciferase reporter assay illustrated that miR-326 was the target of PCAT6 and KLF1 was the target of miR-326 in NSCLC cells. Moreover, NSCLC cells-derived exosomes could promote macrophages M2 polarization by transporting PCAT6. Meanwhile, macrophages M2 polarization was able to promote the metastasis and epithelial-mesenchymal transition (EMT) process of NSCLC cells via regulating PCAT6/miR-326/KLF1 axis. Taken together, knockdown of lncRNA PCAT6 suppressed the growth of NSCLC cells by inhibiting macrophages M2 polarization via miR-326/KLF1 axis.
DOI: 10.6084/m9.figshare.19858967.v1
title: Knockdown of lncRNA PCAT6 suppresses the growth of non-small cell lung cancer cells by inhibiting macrophages M2 polarization via miR-326/KLF1 axis

description: Non-small cell lung cancer (NSCLC) is the most common malignant tumor of lung, which seriously threatens the life of people. It has been reported that lncRNA prostate cancer-associated transcript 6 (PCAT6) could facilitate the metastasis of NSCLC cells. However, whether lncRNA PCAT6 in NSCLC cells could affect the tumor microenvironment (TME) remains unclear. In the present study, the level of PCAT6 in NSCLC cells was detected using RT-qPCR. The effects of PCAT6 knockdown on the viability and apoptosis in NSCLC cells were detected with CCK-8 and flow cytometry assay. NSCLC cell-derived exosomes were isolated with ultracentrifugation. Next, transwell assay was conducted to assess the migration and invasion of NSCLC cells. Dual-luciferase reporter assay was performed to verify the relationship among PCAT6, miR-326, and KLF1 in A549 cells. In addition, nanoparticle tracking analysis (NTA) was applied to detect the particle size of isolated exosomes. Moreover, ELISA assay was performed to detect the levels of IL-1β and IL-10 in the supernatant of macrophage. We found knockdown of PCAT6 significantly inhibited the viability, migration, and invasion of NSCLC cells. In addition, dual-luciferase reporter assay illustrated that miR-326 was the target of PCAT6 and KLF1 was the target of miR-326 in NSCLC cells. Moreover, NSCLC cells-derived exosomes could promote macrophages M2 polarization by transporting PCAT6. Meanwhile, macrophages M2 polarization was able to promote the metastasis and epithelial-mesenchymal transition (EMT) process of NSCLC cells via regulating PCAT6/miR-326/KLF1 axis. Taken together, knockdown of lncRNA PCAT6 suppressed the growth of NSCLC cells by inhibiting macrophages M2 polarization via miR-326/KLF1 axis.
DOI: 10.5281/zenodo.10852020
title: ANALYSING THE MULTIFACETED DETERMINANTS OF EXORBITANT MEDICAL EXPENSES AMONG SENIOR CITIZENS IN MALAYSIA
DOI: 10.5281/zenodo.10852021
title: ANALYSING THE MULTIFACETED DETERMINANTS OF EXORBITANT MEDICAL EXPENSES AMONG SENIOR CITIZENS IN MALAYSIA
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030103.50.1
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-01-03. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030103.50.2
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-01-03. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030103.50.4
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-01-03. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030319.50.1
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-03-19. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030319.50.2
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-03-19. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/tmbx00_xxxitbdxhsr01_20030319.50.3
title: PISCO: Intertidal: site temperature data: Twelve Mile Beach, New Zealand (TMBX00)

description: This metadata record describes a mix of intertidal seawater and air temperature data collected at Twelve Mile Beach, New Zealand by PISCO. Measurements were collected using StowAway TidbiT Temperature Loggers (Onset Computer Corp. TBI32-05+37) beginning 2003-03-19. Site temperature loggers are bolted down in a wire cage at locations within each site in the High, Mid, and/or Low zones. Temperature is recorded at 1 hour intervals.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20060907.50.4
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-09-07. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20060907.50.6
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-09-07. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20060907.50.9
title: CINMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-09-07. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.40.1
title: (:unkn)
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.1
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.10
title: CINMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEAXXX)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.2
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.3
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.4
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.5
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.6
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.7
title: MBNMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.8
title: CINMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061012.50.9
title: CINMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-12. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.40.1
title: (:unkn)
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.40.2
title: (:unkn)
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.1
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.10
title: CINMS/PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEAXXX)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.2
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.3
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.4
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.5
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.
DOI: 10.6085/aa/beaxxx_015mtbd014r00_20061031.50.6
title: PISCO: Physical Oceanography: moored temperature data: Santa Rosa Island, California, USA (BEA)

description: This metadata record describes moored seawater temperature data collected at Santa Rosa Island, California, USA, by PISCO. Measurements were collected using StowAway Tidbit Temperature Loggers (Onset Computer Corp. TBIC32+4+27) beginning 2006-10-31. The instrument depth was 014 meters, in an overall water depth of 015 meters (both relative to Mean Sea Level, MSL). The sampling interval was 2.0 minutes.