cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24058173.v2
title: Main data set used for the analysis

description: <b>Megafauna_Meta_Analysis_Data.Rds</b>: the main data set used to run the analysis. Columns:· data_point_ID: Unique ID for each data point (=pairwise comparison)· Citation: Unique ID for each included study· Title: The title of the study· data_year: Year of data collection if reported, otherwise year of publication.· Latitude: Latitude of study· Longitude: Longitude of study· Study_Notes: Notes on study· Data_Notes: Notes on data· Design_Notes: Notes on study design· broad_experimental_mechanism: The mechanism used to study megafauna impacts (exclosure, enclosure, management differences etc)· eco_response: Ecosystem response category used in the analysis· Response_Cat: Semi-specific response category· Response: Specific response measured and reported in study (e.g., cover, density, diversity, concentration, and so on)· Units: Units of reported response· treatment_duration_days: The number of days since experimental treatment as a numeric variable· measure_area_m2: Area of measurement (i.e., plot size)· time_series_clean: Some studies reported repeated measurements of the same plot. This column gives a numeric sequence for time series data (e.g., same site, plot, species, and response, but measured on different dates)· experiment_id: ID of a specific experiment for random effects (e.g., one nutrient response per study).· Nutrient_Cleaned: Which nutrient response was measured (if any)· Herbivore_nativeness: Whether the experimental treatment contains introduced species (“Introduced”) or native only (“Native”).· Species_Class: The type of species affected by the megafauna· Species_Level: Whether the response is a species, a genus, a family, or a higher level (e.g. all plants)· Species: The species responding to the megafauna· yi_smd: Hedges‘ g (standardized mean difference)· vi_smd: Variance in yi_smd· abs_yi_smd: Absolute value of yi_smd· yi_cvr: LnCVR (effect size measuring heterogeneity in response)· vi_cvr: Variance in yi_cvr· NPP: Net primary productivity· BIOME: Biome of the study-location· REALM: Biogeographic realm of the study-location· MAT: Maximum annual temperature· MAP: Maximum monthly precipitation· ai: Aridity index (lower values = higher aridity)· site_id: Similar between studies in close spatial proximity, used for random effects.· mean_species_body_mass: Mean species body mass of the herbivore community (kg)· max_species_body_mass: Body mass of the largest species in the herbivore community (kg)· mean_species_body_mass_CWM: Community weighted mean species body mass of the herbivore community (kg)· max_species_body_mass_CWM: Community weighted max species body mass of the herbivore community (kg)· total_loss_kg_ha: Herbivore biomass per ha excluded due to treatment (kg/ha)· soil_cec: Soil cation exchange capacity (mmol(c)/kg)· clay: Soil clay content (g/kg)· soil_nitrogen: Soil nitrogen content (cg/kg)· pH: Soil pH water (pH*10)· …_log: The columns ending with “_log” contain the respective log-transformed covariates.
DOI: 10.6084/m9.figshare.24058173.v1
title: Main data set used for the analysis

description: <b>Megafauna_Meta_Analysis_Data.Rds</b>: the main data set used to run the analysis. Columns:- data_point_ID: Unique ID for each data point (=pairwise comparison)- Citation: Unique ID for each included study- Title: The title of the study- data_year: Year of data collection if reported, otherwise year of publication.- Latitude: Latitude of study- Longitude: Longitude of study- Study_Notes: Notes on study- Data_Notes: Notes on data- Design_Notes: Notes on study design- broad_experimental_mechanism: The mechanism used to study megafauna impacts (exclosure, enclosure, management differences etc)- eco_response: Ecosystem response category used in the analysis- Response_Cat: Semi-specific response category- Response: Specific response measured and reported in study (e.g., cover, density, diversity, concentration, and so on)- Units: Units of reported response- treatment_duration_days: The number of days since experimental treatment as a numeric variable- measure_area_m2: Area of measurement (i.e., plot size)- time_series_clean: Some studies reported repeated measurements of the same plot. This column gives a numeric sequence for time series data (e.g., same site, plot, species, and response, but measured on different dates)- experiment_id: ID of a specific experiment for random effects (e.g., one nutrient response per study).- Nutrient_Cleaned: Which nutrient response was measured (if any)- Herbivore_nativeness: Whether the experimental treatment contains introduced species (“Introduced”) or native only (“Native”).- Species_Class: The type of species affected by the megafauna- Species_Level: Whether the response is a species, a genus, a family, or a higher level (e.g. all plants)- Species: The species responding to the megafauna- yi_smd: Hedges‘ g (standardized mean difference)- vi_smd: Variance in yi_smd- abs_yi_smd: Absolute value of yi_smd- yi_cvr: LnCVR (effect size measuring heterogeneity in response)- vi_cvr: Variance in yi_cvr- NPP: Net primary productivity- BIOME: Biome of the study-location- REALM: Biogeographic realm of the study-location- MAT: Maximum annual temperature- MAP: Maximum monthly precipitation- ai: Aridity index (lower values = higher aridity)- site_id: Similar between studies in close spatial proximity, used for random effects.- mean_species_body_mass: Mean species body mass of the herbivore community (kg)- max_species_body_mass: Body mass of the largest species in the herbivore community (kg)- mean_species_body_mass_CWM: Community weighted mean species body mass of the herbivore community (kg)- max_species_body_mass_CWM: Community weighted max species body mass of the herbivore community (kg)- total_loss_kg_ha: Herbivore biomass per ha excluded due to treatment (kg/ha)- soil_cec: Soil cation exchange capacity (mmol(c)/kg)- clay: Soil clay content (g/kg)- soil_nitrogen: Soil nitrogen content (cg/kg)- pH: Soil pH water (pH*10)- …_scaled: The columns ending with “_scaled” contain the respective log-transformed and scaled covariates.
DOI: 10.6084/m9.figshare.24058206
title: Basic information about the included studies

description: <b>basic_information_studies_R1.csv</b>: Contains basic information of the included studies such as Citation, Title, Latitude, Longitude, plot size (“measure_area_m2”) and treatment duration (“treatment_duration_days”).
DOI: 10.6084/m9.figshare.24058206.v2
title: Basic information about the included studies

description: <b>basic_information_studies_R1.csv</b>: Contains basic information of the included studies such as Citation, Title, Latitude, Longitude, plot size (“measure_area_m2”) and treatment duration (“treatment_duration_days”).
DOI: 10.6084/m9.figshare.24058206.v1
title: Basic information about the included studies

description: <b>basic_information_studies_R1.csv</b>: Contains basic information of the included studies such as Citation, Title, Latitude, Longitude, plot size (“measure_area_m2”) and treatment duration (“treatment_duration_days”).
DOI: 10.6084/m9.figshare.24058209
title: Experimental mechanisms of the analyzed responses

description: Experimental mechanisms (“Experimental_Mechanism”) within each response category (“Ecosystem_Response”). and respective number of studies (“n_studies”)
DOI: 10.6084/m9.figshare.24058209.v2
title: Experimental mechanisms of the analyzed responses

description: Experimental mechanisms (“Experimental_Mechanism”) within each response category (“Ecosystem_Response”). and respective number of studies (“n_studies”)
DOI: 10.6084/m9.figshare.24058209.v1
title: Experimental mechanisms of the analyzed responses

description: Experimental mechanisms (“Experimental_Mechanism”) within each response category (“Ecosystem_Response”). and respective number of studies (“n_studies”)
DOI: 10.6084/m9.figshare.24058227
title: Specific measured responses within the analyzed response categories

description: <b>measured_responses_R1.csv</b>: Contains all specific measured responses “Measured” per analyzed ecosystem response category (“Ecosystem_Response”).
DOI: 10.6084/m9.figshare.24058227.v1
title: Specific measured responses within the analyzed response categories

description: <b>measured_responses_R1.csv</b>: Contains all specific measured responses “Measured” per analyzed ecosystem response category (“Ecosystem_Response”).
DOI: 10.6084/m9.figshare.24058227.v2
title: Specific measured responses within the analyzed response categories

description: <b>measured_responses_R1.csv</b>: Contains all specific measured responses “Measured” per analyzed ecosystem response category (“Ecosystem_Response”).
DOI: 10.6084/m9.figshare.24058266
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058266.v2
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058278
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058278.v2
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058278.v1
title: Required data for figure 1 (2/4)

description: <b>fig_1_m_tidy_mrg.csv</b>: Data which is required to build fig. 1. Contains intercept only model results. Relevant columns are:- estimate: contains model estimate.- ci.lb: lower value of 95 % confidence interval- ci.ub: upper value of 95 % confidence interval- pval: p-value of model estimate.- model_type: Contains model type. Here, only “Intercept” is needed.- Response: heterogeneity (“CVR”) or mean response (“SMD”)- eco_response: ecosystem response- sig: if the result is significant positive, negative, or non-significant.- y_num: to get order on y-axis right.
DOI: 10.6084/m9.figshare.24058281
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058281.v2
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058281.v1
title: Required data for figure 1 (3/4)

description: <b>fig_1_n.csv</b>: Data which is required to build fig. 1. Contains samples sizes of the included responses.
DOI: 10.6084/m9.figshare.24058287
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058287.v2
title: deprecated

description: deprecated
DOI: 10.6084/m9.figshare.24058287.v1
title: Required data for figure 1 (4/4)

description: <b>fig_1_responses.csv</b>: Data which is required to build fig. 1. Contains clean names of the responses, to which sphere they belong (soil, plants, other animals), the information about the grey/white background.
DOI: 10.6084/m9.figshare.24058299
title: Model results

description: <b>model_results_R1.csv</b>: Results of all models. Relevant columns are:· response: Response which was tested.· var: explanatory variable· uniq_model_id: Unique model id, necessary to load model from directory.· effect: i.e., yi_smd (hedges’ g) or yi_cvr (lnCVR)· LRT: Statistical value from likelihood ratio test· pval: p-value of likelihood ratio test· estimate: Intercept for intercept only models, otherwise variable estimate· estimate_pval: estimate p-value. Intercept for intercept only models, otherwise variable p value· ci.lb & ci.ub:: lower 95% CI and upper 95% CI· outlier_...: values from the models without disproportional influential studies (cooks distance &gt; 1). If NA, no study had to be excluded.
DOI: 10.6084/m9.figshare.24058299.v2
title: Model results

description: <b>model_results_R1.csv</b>: Results of all models. Relevant columns are:· response: Response which was tested.· var: explanatory variable· uniq_model_id: Unique model id, necessary to load model from directory.· effect: i.e., yi_smd (hedges’ g) or yi_cvr (lnCVR)· LRT: Statistical value from likelihood ratio test· pval: p-value of likelihood ratio test· estimate: Intercept for intercept only models, otherwise variable estimate· estimate_pval: estimate p-value. Intercept for intercept only models, otherwise variable p value· ci.lb & ci.ub:: lower 95% CI and upper 95% CI· outlier_...: values from the models without disproportional influential studies (cooks distance &gt; 1). If NA, no study had to be excluded.
DOI: 10.6084/m9.figshare.24058299.v1
title: Results of the covariate models

description: <b>model_results_covariates.csv</b>: Results of the covariate models. Relevant columns are:- eco_response: Response which was tested.- model_id: Unique model id, necessary to load model from directory.- LRT: Statistical value from likelihood ratio test- pval: p-value of likelihood ratio test- effect_size_type: Either smd (hedges’ g) or cvr (lnCVR)- before_or_after_cooks_distance: Whether the model was run before (“before”) or after (“after”) the exclusion of influential studies with cook’s distance &gt; 1.
DOI: 10.6084/m9.figshare.24058302
title: Master model guide

description: <b>R1_model_guide.Rds:</b> master model guide, containing the specifications for each model.
DOI: 10.6084/m9.figshare.24058302.v2
title: Master model guide

description: <b>R1_model_guide.Rds:</b> master model guide, containing the specifications for each model.
DOI: 10.6084/m9.figshare.24058302.v1
title: Model guide for additional models

description: <b>R1_model_guide.Rds:</b> Model guide for additional models. This file is created in R script 12 and is required for script 13 and 14.
DOI: 10.6084/m9.figshare.24058638
title: README Meta-data

description: This file contains an overview about the uploaded data sets and R scripts and their content/function
DOI: 10.6084/m9.figshare.24058638.v1
title: README Meta-data

description: This file contains information about the uploaded data sets and R scripts and their content/function
DOI: 10.6084/m9.figshare.24058638.v2
title: README Meta-data

description: This file contains an overview about the uploaded data sets and R scripts and their content/function
DOI: 10.6073/pasta/f38f0aeb043adc468cd9bd9ccb8319df
title: Jornada Basin LTER: Wireless substation at NPP C-GRAV site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP C-GRAV substation located in center of 70m x 70m Jornada LTER NPP C-GRAV site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.34740/kaggle/dsv/6599279
title: 📒 Meta Kaggle ported to MS SQL SERVER 2022 DB
DOI: 10.6073/pasta/baaa17c8a0100a19af77a47e2b5ae087
title: Jornada Basin LTER: Wireless substation at NPP C-SAND site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP C-SAND substation located in center of 70m x 70m Jornada LTER NPP C-SAND site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.6073/pasta/b2d2921ec97dddd30a7181eba8679e90
title: Jornada Basin LTER: Wireless substation at NPP G-IBPE site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP G-IBPE substation located in center of 70m x 70m Jornada LTER NPP G-IBPE site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.5281/zenodo.8398436
title: Data Analisis Hasil Kuesioner Pengaruh Iklan Blackpink

description: Dataset untuk penugasan Final Project mata kuliah Etika TI (B)
DOI: 10.5281/zenodo.8398437
title: Data Analisis Hasil Kuesioner Pengaruh Iklan Blackpink

description: Dataset untuk penugasan Final Project mata kuliah Etika TI (B)
DOI: 10.5281/zenodo.8067629
title: Rapid evaluation of Newtonian potentials on planar domains: Supplemental data

description: This file provides the data points required to recreate the domains used in the numerical experiments section of "Rapid evaluation of Newtonian potentials on planar domains," available on arXiv. The boundaries of the domains are defined to be the C^∞ interpolants through these data points, constructed using the algorithm of Zhang and Ma, with the parameter a=0.1.
DOI: 10.5281/zenodo.8067628
title: Rapid evaluation of Newtonian potentials on planar domains: Supplemental data

description: This file provides the data points required to recreate the domains used in the numerical experiments section of "Rapid evaluation of Newtonian potentials on planar domains," available on arXiv. The boundaries of the domains are defined to be the C^∞ interpolants through these data points, constructed using the algorithm of Zhang and Ma, with the parameter a=0.1.
DOI: 10.5281/zenodo.8401488
title: Rapid evaluation of Newtonian potentials on planar domains: Supplemental data

description: This file provides the data points required to recreate the domains used in the numerical experiments section of "Rapid evaluation of Newtonian potentials on planar domains," available on arXiv. The boundaries of the domains are defined to be the C^∞ interpolants through these data points, constructed using the algorithm of Zhang and Ma, with the parameter a=0.1.
DOI: 10.15468/cht34r
title: Peces asociados a arrecifes y manglares en el Parque Nacional Coiba

description: De enero de 1998 hasta enero de 1999 se realizaron siete muestreos de la fauna ictiológica en el sector noreste del Parque Nacional Coiba, Provincia de Veraguas. El propósito fue realizar un inventario de las principales especies de peces asociadas a arrecifes y manglares en dicho Parque. Para el inventario se utilizaron diferentes técnicas de muestreo, tales como: trasmallos, redes de mano, bolsas plásticas, trampas, arpón, censos visuales y se realizaron dos arrastres con barco camaronero frente al islote de Granito de Oro. Se recolectaron un total de 10 especies, agrupadas en 7 familias para los peces cartilaginosos, mientras que para los peces óseos se recolectaron 156 especies agrupadas en 57 familias.
DOI: 10.6084/m9.figshare.23884497
title: Fossil hippopotamus rib histology data

description: Raw data from fossil hippopotamus rib histology: area of individual secondary osteons and counts of osteocyte lacunae from within each secondary osteon.
DOI: 10.6084/m9.figshare.24234970.v1
title: <b>General strategy to eliminate microplastic fibre emissions from textiles</b> (data supporting the findings of this study)

description: <b>General strategy to eliminate microplastic fibre emissions from textiles</b>
DOI: 10.6073/pasta/114c43ce5c478b67560eb99928ed6073
title: Jornada Basin LTER: Wireless substation at NPP G-SUMM site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP G-SUMM substation located in center of 70m x 70m Jornada LTER NPP G-SUMM site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.6084/m9.figshare.24234970
title: Data supporting the findings of this study

description: General strategy to eliminate microplastic fibre emissions from textiles
DOI: 10.6084/m9.figshare.24234970.v2
title: General strategy to eliminate microplastic fibre emissions from textiles (data supporting the findings of this study)

description: <b>General strategy to eliminate microplastic fibre emissions from textiles</b>
DOI: 10.6084/m9.figshare.24234970.v3
title: Data supporting the findings of this study

description: General strategy to eliminate microplastic fibre emissions from textiles
DOI: 10.6073/pasta/81fcf5be9049c965686c380483746050
title: Jornada Basin LTER: Wireless substation at NPP M-NORT site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP M-NORT substation located in center of 70m x 70m Jornada LTER NPP M-NORT site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.6073/pasta/a62437d75990fd004ae6662a81be026b
title: Jornada Basin LTER: Wireless substation at NPP M-RABB site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP M-RABB substation located in center of 70m x 70m Jornada LTER NPP M-RABB site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.34740/kaggle/dsv/6599389
title: 📒Meta Kaggle ported to SQLITE DB
DOI: 10.6073/pasta/5b134f3312f043a9821c0ac365e830d3
title: Jornada Basin LTER: Wireless substation at NPP M-WELL site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP M-WELL substation located in center of 70m x 70m Jornada LTER NPP M-WELL site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.6073/pasta/0e4adec2232bd7f4dea2ea7e926c7670
title: Jornada Basin LTER: Wireless substation at NPP P-SMAL site: 30-minute soil volumetric water content data: 2017 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP P-SMAL substation located in center of 70m x 70m Jornada LTER NPP P-SMAL site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.
DOI: 10.6073/pasta/5dfbcf3e11156d5bc309e8f00b365ead
title: Jornada Basin LTER: Wireless substation at NPP P-TOBO site: 30-minute soil volumetric water content data: 2013 - ongoing

description: 30-minute Soil Moisture data is measured at 10cm, 20 cm, and 30 cm soil depths at the NPP P-TOBO substation located in center of 70m x 70m Jornada LTER NPP P-TOBO site. Collection of soil volumetric water content data at Jornada LTER NPP sites, New Mexico, supports the environmental monitoring objectives of the Jornada LTER monitoring program that look at plant-soil water dynamics. Volumetric water content, bulk electrical conductivity, soil temperature, and bulk dielectric permittivity are measured every 30 minutes. This is an ONGOING dataset.