cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jm9yt2hdnk.1
title: CKR-1 Orchestrates Two Motor States from a Single Motoneuron in C. elegans

description: "All average curvatures" excel contains two sets of data, average body curvature and average omega curvature. The body was partitioned into 32 "body segments" for curvature analysis. The body curvature is the average value of 32 body segments. The omega curvature means the average value of 0%-60% anterior part. 
"Omega curvature" excel show raw data of head curvature. Each column is the curvature of the first 20 segments of the body.
Each column of "body curvature" excel represents a superposition of the worm's three-minute body curvature.
Excel of "Figure 3" show the raw data of example trace and average current parameters.
DOI: 10.17632/d8xryr5z8w.1
title: LCA analysis inventories

description: LCA analysis inventories
DOI: 10.17632/d8xryr5z8w.2
title: LCA analysis inventories

description: LCA analysis inventories
DOI: 10.17632/d8xryr5z8w.3
title: LCA analysis inventories

description: LCA analysis inventories
DOI: 10.17632/d8xryr5z8w.4
title: Life cycle assessment of lattice structures: balancing mass saving and productivity - LCA Inventory

description: Life cycle assessment of lattice structures: balancing mass saving and productivity - LCA Inventory
DOI: 10.17632/s8r335gmrv.1
title: Isotopic dataset Monte Saraceno

description: Isotopic dataset d13C and d18O for Eocene Monte Saraceno (Gargano Promontory Apulia).
DOI: 10.17632/3jbktrwtm4.1
title: A PET/CT image-based deep learning approach for survival prognosis and clinical management of postoperative adjuvant chemotherapy in esophageal squamous cell carcinoma patients

description: This dataset contains CT, PET, and PET/CT images of patients diagnosed with esophageal squamous cell carcinoma (ESCC). It is released in conjunction with the study titled “A PET/CT image-based deep learning approach for survival prognosis and clinical management of postoperative adjuvant chemotherapy in esophageal squamous cell carcinoma patients”. 

Images of ESCC patients who received two different treatment therapies: namely surgery alone (SA) and surgery followed by postoperative adjuvant chemotherapy (SPOCT), are included. Moreover, the dataset also provides the ESCCPro-SA and ESCCPro-SPOCT models and code, proposed in the aforementioned study, to enable future researchers to replicate the models.

Specifically, the “ESCC_OA_Data.rar” file consists of two folders, namely “Patients_SA” and “Patients_SPOCT”, which correspond to the data of ESCC patients who underwent each respective therapy. Each image within the dataset follows a specific naming convention. The initial number in the file name represents the anonymized patient identification (ranging from 1 to 646), followed by the type of image (CT, PET, or PET/CT), and the corresponding image slice number. The final number in the file name is specifically used to differentiate between patients treated with SA (numbers 1-2) and patients treated with SPOCT (numbers 3-4).

Please cite the reference if using this dataset:
A PET/CT image-based deep learning approach for survival prognosis and clinical management of postoperative adjuvant chemotherapy in esophageal squamous cell carcinoma patients.
DOI: 10.17632/vsck78bmdp.1
title: Organelle Synergy Unleashed: Modulating Mitochondrial-Endoplasmic Reticulum Contacts with a Self-Assembled Prodrug Amplifies Ferroptosis for Innovative Cancer Therapy

description: Methods and materials
DOI: 10.17632/ch28hj85sv.1
title: Desorption of rare earth elements (REEs) from REE-rich schwertmannite under acid mine drainage (AMD) and AMD-seawater conditions

description: This is the dataset used for the article "Desorption of rare earth elements (REEs) from REE-rich schwertmannite under acid mine drainage (AMD) and AMD-seawater conditions".
DOI: 10.17632/xdgwtvn2vs.1
title: Data for “Earth’s core composition constrained by H partitioning at the inner core boundary”

description: The light element compositions in the Earth's outer core for Fe-Si-H, Fe-Si-O, and Fe-S-H were obtained using a simulated annealing algorithm.
DOI: 10.17632/hzphnd3p42.1
title: DIM_sets

description: The files are the records of DIM (Declination and Inclination Magnetometer) during re-occupation of two repeat stations near the Adriatic see.
The calculated  offset values of the equipped DI fluxgate device is a function of the geomagnetic gradient measured in the horizontal plane. See the referred paper for the details.
The description of the data:
The name of the file: AB (absolute measurement), date (yy,mm,dd)
The extension: sim belongs to Sinsko Polje station morning sets, sie the same station evening sets. krm belongs to KRBavsko Polje station morning sets, kre is the  same station evening sets.
Header: 
Name_of_the_station extension Instrument
Date
Name_of_the_Observer1 Name_of_the_Observer2

Data:

The direction of azimuth mark (xxx°  yy.yy') delta F (nT)

MIRA1  (xxx°  yy.yy')
MIRA2  (xxx°  yy.yy')

East Up (xxx°  yy.yy') Time (UTC) (hh mm)
West Up (xxx°  yy.yy') Time (UTC) (hh mm)
East Down (xxx°  yy.yy') Time (UTC) (hh mm)
West Down (xxx°  yy.yy') Time (UTC) (hh mm)

Nord Up (xxx°  yy.yy') Time (UTC) (hh mm) Total field (nT)
South Down (xxx°  yy.yy') Time (UTC) (hh mm) Total field (nT)
Nord Down (xxx°  yy.yy') Time (UTC) (hh mm) Total field (nT)
South Up (xxx°  yy.yy') Time (UTC) (hh mm) Total field (nT)

MIRA1  (xxx°  yy.yy')
MIRA2  (xxx°  yy.yy') etc...
DOI: 10.17632/hzphnd3p42.2
title: DIM_sets

description: The files are the records of DIM (Declination and Inclination Magnetometer) during re-occupation of two repeat stations near the Adriatic see in 2010. In the HUN_RS directory the files are also DIM records from the Hungarian RS network measurement campaign in 2010. 
The calculated offset values of the equipped DI fluxgate device is a function of the geomagnetic gradient measured in the horizontal plane. See the referred paper for the details.
The description of the data:
The name of the file: AB (absolute measurement), date (yy,mm,dd)
The extension: sim belongs to Sinsko Polje station morning sets, sie the same station evening sets. krm belongs to KRBavsko Polje station morning sets, kre is the same station evening sets. The extensions in HUN_RS directory have no additional meanings.
Header: 
Name_of_the_station extension Instrument
Date
Name_of_the_Observer1 Name_of_the_Observer2

Data:

The direction of azimuth mark (xxx° yy.yy') delta F (nT)

MIRA1 (xxx° yy.yy')
MIRA2 (xxx° yy.yy')

East Up (xxx° yy.yy') Time (UTC) (hh mm)
West Up (xxx° yy.yy') Time (UTC) (hh mm)
East Down (xxx° yy.yy') Time (UTC) (hh mm)
West Down (xxx° yy.yy') Time (UTC) (hh mm)

Nord Up (xxx° yy.yy') Time (UTC) (hh mm) Total field (nT)
South Down (xxx° yy.yy') Time (UTC) (hh mm) Total field (nT)
Nord Down (xxx° yy.yy') Time (UTC) (hh mm) Total field (nT)
South Up (xxx° yy.yy') Time (UTC) (hh mm) Total field (nT)

MIRA1 (xxx° yy.yy')
MIRA2 (xxx° yy.yy') etc...
DOI: 10.57745/58usfi
title: MetaSImFood-DMP_V.2023.12.22.pdf

description: :unav
DOI: 10.57745/6g31ve/q23sji
title: MetaSImFood-DMP_V1.1_220805.pdf

description: :unav
DOI: 10.17632/tp4v6hm7dc.1
title: Béjard et al., 2023. Supplementary data. Planktic foraminifera population in a modern Central Mediterranean Sea sediment trap compared to basin-wide and seafloor assemblages

description: This is the supplementary data of Béjard et al., 2023. Planktic foraminifera population in a modern Central Mediterranean Sea sediment trap compared to basin-wide and seafloor assemblages.
The folder contains:
- An Excel spreadsheet with the raw data used in the mansucript. Count, fluxes, calculations, environmental data and statistical results appear here.
- A folder with the planktic foraminifera species pictures.
- A supplementary map figure with all the seabed sediment locations studied.
- Statistical Past4 prgroamm codes for the different statistical analyses.
DOI: 10.5066/p9n4r7sf
title: Rainfed and Irrigated Cropland Areas for Africa

description: Agriculture consumes the largest share of freshwater globally, therefore, distinguishing between rainfed and irrigated croplands is essential for agricultural water management and food security. Yet in Africa, disaggregating croplands is challenging due to the continent's vast size, diverse climates, and varied agricultural practices. In this study, a framework using the Budyko model was applied to differentiate between rainfed and irrigated cropland areas in Africa for eight remote sensing landcover products and a high confidence cropland map (HCCM). The approach outlined in this research expands on the suite of remote sensing landcover products that can be used for agricultural water studies in Africa by enabling the extraction of irrigated and rainfed cropland data from landcover products that do not have disaggregated cropland classes.
DOI: 10.17632/k7c2sgmsj5.1
title: Rice Supply Chain in West Java Province, Indonesia

description: Data used to develop the DEA Model of the rice supply chain in West Java Province, Indonesia. The data is collected from five supply chain actors (farmers, rice millers, middlemens, wholesalers, and retails) in five regency in the West Java Province. The study that utilizes this data, aims to analyze the efficiency of the rice supply chain in West Java using the data envelopment analysis (DEA) method . The analysis shows that inefficiency exists in all supply chain points of the rice supply chain . Furthermore, the results show that various internal and environmental factors may be responsible for inefficiency at each point along the supply chain. Each obstacle is unique to the specific point within the supply chain.
DOI: 10.5281/zenodo.10424406
title: Freshwater fishes dataset–Fish diversity of post-conflict Colombian Andes-Amazon streams
DOI: 10.5281/zenodo.10424407
title: Freshwater fishes dataset–Fish diversity of post-conflict Colombian Andes-Amazon streams
DOI: 10.17632/kjvffspg7w.1
title: Inflation Expectations Measurement and its Effect on Inflation Dynamics in Colombia

description: This repository contains the data and codes necessary to replicate the results obtained in the study “Inflation Expectations Measurement and its Effect on Inflation Dynamics in Colombia”.
DOI: 10.17632/c8j2y62k77.1
title: lameness prevalence in confined and grazing systems in Argentina

description: The aim of this study was to evaluate the consistency of estimations of lameness prevalence between farm managers and locomotion scoring conducted by a trained observer in confined and grazing systems.Grazing (n= 9) and confined dairy farms (n=9) distributed in Santa Fe, Cordoba and Entre Rios provinces, the main dairy region of Argentina, were visited in spring-summer season (November 2021 to February 2022). Grazing dairy farms had lactating cows on pasture all year round, and confined dairy farms had cows under a barn either on a free-stall or a compost-bedded pack housing system, with no access to pasture. Only two of the confined farms had a loafing area with no pasture.
DOI: 10.17632/48ddt9xkvz.1
title: Walnut WTP_Mexico

description: Data were collected using a face-to-face structured questionnaire survey conducted in March–April 2023 among 501 walnut consumers over 18 years of age in four cities of the State of Puebla, Mexico.
The surveyed individuals were the main household food buyers and had purchased and consumed walnuts. Our sample was representative of the population of Puebla, Mexico. A sample size with 95% confidence and a precision level of 10% was estimated. The survey process, questionnaire design and testing, validation, and administration was conducted by the researcher and previously trained graduate students
DOI: 10.17632/cjr5xxbx45.1
title: Determinants of Time Overrun in Small Construction Projects: evidence from Brazil

description: This database was colected to test a theoretical model of Determinants of Time Overrun in Small Construction Projects, through exploratory factor analysis. The data was gahered from a survey with 106 professionals. TOur results pointed out the significant differences in causes of time overruns between small and larger construction projects, especially concerning the scope and quality of design, manpower, and materials. These results indicate that companies performing small construction projects are less professionalized and structured than larger companies, facing even more challenges in meeting time schedules. The comprehension of the mode and nature of each determinant can lead professionals and academics to design methods and techniques aimed at growing efficiency in construction projects that could reduce time overruns in the construction industry. To the best of our knowledge, this is the first study in Brazil to address the wide range of causes of delays in small construction projects from a structured quantitative approach.
DOI: 10.17632/pzpkd79vgx.1
title: Axial response of steel tubes infilled with rubberised alkali-activated concrete

description: The data give the axial load-shortening response of steel tubes infilled with rubberised alkali-activated cocnrete as obtained from experimental tests and numerical investigations. The data cover results from 36 physical tests and 315 finite element models.
DOI: 10.17632/tzwps2dykh.1
title: Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation

description: This dataset was produced in order to understand how inhibitory neurons responded to high-frequency electrical stimulation. To generate this dataset, we used five transgenic mice in which inhibitory neurons were labeled with a red fluorescent marker (Gad2-IRES-Cre with reporter line Ai14). These mice were injected in three locations in primary visual cortex with a virus that transfects both excitatory and inhibitory neurons in order to express a fluorescent indicator of calcium concentration. In order to stimulate neural activity, mice were chronically implanted with a single Pt/IR electrode approximately 200 um below the cortical surface. In order to record stimulation-evoked responses, mice were also chronically implanted with a glass cranial window, centered over the tip of the stimulating electrode. Neural responses to stimulation were then recorded at 15.5 Hz across three imaging planes using a 2-photon microscope (Neurolabware). Stimulation was delivered as a burst of 25 stimulation pulses (250 Hz) once every ten seconds for 90 trials. The amplitude of the stimulation current was chosen in a pseudo-random order from the set of [3,5,10,15,20,25,30,40, and 50 uA] for a total of ten trials at each stimulation amplitude. We analyzed the data to identify any differences between stimulation-evoked activity in excitatory and inhibitory neurons as a function of stimulation amplitude, looking at measures such as the amplitude of neural responses to stimulation, the volume and density of neural responses, and the dependence of neural activation on pre-stimulus neural activity levels. We found significant differences between activation of inhibitory and excitatory neurons to electrical stimulation, particularly in the spatial pattern of activation and in neurons’s dependence on pre-stimulus activity levels. Here we provide the data used for this analysis. There were five mice used in the analysis and we have neural data and information about the stimulation patterns used in each. Note that the neural data contains pre-processed output from Suite2p, including variables that were unused in our analysis. A full description of the data contained in these filetypes can be found at https://suite2p.readthedocs.io/en/latest/index.html To run our code, please download all of the data folders (GAD1,GADA,GADB,GADC,GADD) as well as “epos.mat” and all of the analysis files (ComputeBehEffectRespTypespub.m, ComputeByRecruitRespTypespub.m, db.m, StimAnalysis.m, InitAnalysis.m). The main file is StimAnalysis.m and needs to be placed in the same folder as the rest of the files and folders in this dataset. By running StimAnalysis.m, you will be able to re-create the figures from our manuscript “Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation.”
DOI: 10.17632/tzwps2dykh.2
title: Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation

description: This dataset was produced in order to understand how inhibitory neurons responded to high-frequency electrical stimulation.

To generate this dataset, we used five transgenic mice in which inhibitory neurons were labeled with a red fluorescent marker (Gad2-IRES-Cre with reporter line Ai14). These mice were injected in three locations in primary visual cortex with a virus that transfects both excitatory and inhibitory neurons in order to express a fluorescent indicator of calcium concentration. 
In order to stimulate neural activity, mice were chronically implanted with a single Pt/IR electrode approximately 200 um below the cortical surface. In order to record stimulation-evoked responses, mice were also chronically implanted with a glass cranial window, centered over the tip of the stimulating electrode. Neural responses to stimulation were then recorded at 15.5 Hz across three imaging planes using a 2-photon microscope (Neurolabware). Stimulation was delivered as a burst of 25 stimulation pulses (250 Hz) once every ten seconds for 90 trials. The amplitude of the stimulation current was chosen in a pseudo-random order from the set of [3,5,10,15,20,25,30,40, and 50 uA] for a total of ten trials at each stimulation amplitude. 

We analyzed the data to identify any differences between stimulation-evoked activity in excitatory and inhibitory neurons as a function of stimulation amplitude, looking at measures such as the amplitude of neural responses to stimulation, the volume and density of neural responses, and the dependence of neural activation on pre-stimulus neural activity levels.
We found significant differences between activation of inhibitory and excitatory neurons to electrical stimulation, particularly in the spatial pattern of activation and in neurons’s dependence on pre-stimulus activity levels.

Here we provide the data used for this analysis. There were five mice used in the analysis and we have neural data and information about the stimulation patterns used in each. 

Note that the neural data contains pre-processed output from Suite2p, including variables that were unused in our analysis. A full description of the data contained in these filetypes can be found at https://suite2p.readthedocs.io/en/latest/index.html

To run our code, please download all of the data folders (GAD1,GADA,GADB,GADC,GADD) as well as “epos.mat” and all of the analysis files (ComputeBehEffectRespTypespub.m, ComputeByRecruitRespTypespub.m, db.m, StimAnalysis.m, InitAnalysis.m, compute_sig_respspub, dbpub.m, getCOMlocspub.m, and the helper file (not ours) cbrewer.m that is used to generate color schemes).

The main file is StimAnalysis.m and needs to be placed in the same folder as the rest of the files and folders in this dataset. By running StimAnalysis.m, you will be able to re-create the figures from our manuscript “Activity-dependent recruitment of inhibition and excitation in the awake mammalian cortex during electrical stimulation.”
DOI: 10.17632/xhfg7zktjp.1
title: Sears et al 2023

description: Supplemental material.
DOI: 10.17632/ysr5y3fz9b.1
title: YAP mechanotransduction under cyclic mechanical stretch loading for mesenchymal stem cell osteogenesis is regulated by ROCK

description: These data contain quantitative datasets for the figures in the paper submitted to the journal, Front. Bioeng. Biotechnol.
DOI: 10.17632/ngtpyv4zws.1
title: Maternal Health Service Coverage in India

description: Accessibility and availability of quality and essential health services and utilization of these services by a large proportion of the population amount towards the health service coverage in a country. Health service coverage in the area of maternal and child health is imperative from the development perspectives of the country. So that, India brings about a number of policies and schemes to increase the coverage of health services under the umbrella of Reproductive, Maternal, Newborn, Child Health (RMNCH). Maternal health is a prominent area of research concern about the health of a woman during the period of pregnancy, childbirth, and post-partum. Against this backdrop, the authors presented a dataset regarding the maternal health service coverage in India at the sub-national level for the three financial years from 2017 to 2020.
Based on the time in which the care has to be provided, the maternal health care services are categorized into three namely Antenatal/ prenatal care, intranatal/ intrapartum care, and postnatal/postpartum care. Antenatal care (ANC) refers to the systemic care and supervision recommended for women during their pregnancy while intranatal care is the systemic care during labour and delivery. Care providing after delivery conventionally for the first 42 days (6 weeks) is known as post-natal/post-partum care. 
The authors extracted data from the Health Management Information System (HMIS) portal, an initiative under the National Health Mission (NHM) by the Government of India. Followed by the extraction, the authors identified and shortlisted health indicators of maternal health service coverage in India at the sub-national level. HMIS is a web-based routine monitoring system of the vital Reproductive Maternal Newborn Child Health (RMNCH) data uploaded by the States and Union territories in India. 
The data for health indicators for the maternal health service coverage were identified and shortlisted based on the expert opinion and review of the literature. The study considered only those indicators for which the data is available in relative measure (in percentage).  The selected Indicators are further classified under the domains of Antenatal care coverage (ANC), Intranatal Care Coverage (INC) and Postnatal Care coverage (PNC) based on various guidelines by the reputed national and international organizations. Furthermore, the authors classified the indicators under the domain of ANC into three sub-domains namely ANC registration & check-us, Supplementation & prophylaxis in pregnancy, and essential screening. The obtained data on the selected indicators were randomly chosen and rechecked for the errors in the data entry.