cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.12760/03-2014-22
title: Determination of urban development in Istanbul using the spectral unimixed Landsat images

description: Urbanization has  increased in the world since 1950s [21]. In Turkey, urbanization gained momentum after 1980s. Immigration from rural areas to cities due to the limited agriculture economy, and insufficient job and education opportunities played a fundamental role in this increase. This migration was primarily to Istanbul and cities like Ankara, Izmir, Bursa, Adana and Antalya where industrialization and/or tourism is at the forefront. This increase in urbanization causes problems such as uncontrolled growth of the cities, unplanned infrastructure and misusage of natural resources. In monitoring these changes in the urban environment, land cover and land use (LCLU) maps which are obtained through standard digital image  processing methods where ‘maximum likelihood’ and ‘isodata’ classification techniques are employed, are used as well. However, inaccurate classification results may come out especially on the heterogeneous lands where the satellite data with low spatial resolution is used in these thematic maps obtained. The reason for this is representation of each pixel by only one class value. On the other hand, each pixel is represented by the endmember fractions that constitute itself with the spectral mixture analysis (SMA) method. With this analysis based on linear mixed model, the earth is represented more sensitively in substrate (S), green vegetation (V) and dark surfaces (D) spectral endmember (spectra that are chosen to represent pure surface materials in a spectral image) projections. In this study, different LCLU changes that occur in Istanbul are determined by applying SMA method to LANDSAT images of the city from 1984, 2000 and 2011; and urban growth is monitored and analyzed.
DOI: 10.12760/03-2014-32
title: High Resolution Ocean Color products estimation in fjord of Svalbard, Arctic Sea.

description: Ocean Color data are used to understand marine ecosystem. In high latitude region, ice melting optically influences the ocean color product. In this study, we assessed an optical property in fjord around Svalbard, and estimated distribution of chlorophyll-a and suspended sediment by using high resolution satellite data, Landsat-8 OLI. To estimate chlorophyll-a and suspended sediment concentrations, various regression models were tested with different band ratio. Regression models were not shown high correlation because of the temporal difference between satellite data and in-situ data. However, model-derived distribution of ocean color product by OLI showed possibility that a fjord and a coastal area around Arctic Sea can be monitored with high resolution satellite data. To understand climate change pattern around Arctic Sea, we need to understand what ice meting influences on marine ecosystem change. Result of this study will be used to high resolution monitoring on ice melting and its influences on the marine ecosystem change at high latitude. KOPRI (Korea Polar Research Institute) has been operated the Dasan station on Svalbard since 2002. This study has been doing based on this Korea Arctic station.
DOI: 10.6084/m9.figshare.13336715
title: Data file from Learned valuation during forage decision-making in cuttlefish

description: All the data in the present study
DOI: 10.6084/m9.figshare.13336715.v2
title: Data file from Learned valuation during forage decision-making in cuttlefish

description: All the data in the present study
DOI: 10.6084/m9.figshare.13336715.v1
title: Data file from Learned valuation during forage decision making in cuttlefish

description: All the data in the present study
DOI: 10.34740/kaggle/dsv/1809917
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.13515122
title: publication_data_CalCEN_v1.0.0_20201230.tar.gz

description: Data for<br> TR O'Meara, MJ O'Meara, M Sphere, 2020 DeORFanizing Candida albicans Genes using Co-Expression<br>Code available athttp://github.com/momeara/CalCEN<br><br>Candida Albicans Co-Expression Network (CalCEN) version 1.0.0<br><br>Fileschromsome_features.tsv - Candida albicans SC5314chromsome features collected from Candida Genome Database 12-Jun 2018<br>genes.tsv - Curated set of 6226 genes use in this study<br>expression_runs.tsv - Curated set of RNA-seq runs used in this study<br>estimated_expression.tsv - gene by RNA-seq run expression levels<br>CalCEN_network.tsv - Co-expression network<br>blastp_network.tsv - blastp sequence similarity network<br>sac_gene.tsv - genetic associations between orthologous Sac genes Network<br>sac_gene.tsv - physical protein-protein interaction between orthologous Sac genes Network<br>yeast_net_network.tsv - YeastNet between orthologous Sac genes network<br>go_annotations.tsv - GO annotations from Candida Genome Database collected 12-Jun 2018<br>gba_summary.tsv - Summary of guilt-by-association gene-function prediction<br>
DOI: 10.12760/01-2015-1-01
title: A compact Doppler wind lidar for controlling the operation of wind turbines.

description: A robust and compact lidar for wind field detection has been developed for operation in the nacelle of wind turbines. The lidar measures wind speed along the line-of-sight of the laser beam with a 15 m range resolution along distances of 100 to 400 m depending on atmospheric aerosol content. An inclined orientation with respect to the rotor axis results in a conical scan of the incoming wind field, from which range-resolved data of the average wind velocity over the scanned cross-section are calculated. Application of the instrument aims at an improved turbine control by optimizing the pitch angle of rotor blades based on remotely sensed data, instead of reacting to wind field fluctuations which have already caused changes in rotational speed or loads. A predictive knowledge of wind conditions also allows for a precise evaluation of turbine power performance. The data are particularly useful for reducing high loads from gusts which otherwise cannot be detected in time. 
In this paper, the conceptual layout of Whirlwind 1 is described. Wind speed data are derived from the Doppler shift of backscattered laser radiation from aerosols which is interferometrically detected. Laser source is a diode laser pumped fibre amplifier seeded by a single-frequency diode laser emitting eye-safe radiation at 1.5 micrometre wavelength. The Doppler shifted laser frequency is detected with a Fast Fourier Transform of the signal return and converted to wind speeds in 37 range gates, each of 30 m length with a 50% overlap. The compact aluminium casing includes all components, i.e., the fibre laser, the signal detector, a Field Programmable Gate Array for fast data processing, a 3-axes accelerometer, and a compact industrial PC. First results of wind field measurements obtained with the prototype are presented.
DOI: 10.12760/03-2014-34
title: Automatic conversion of colour distribution in overlapped aerial photographs

description: Aerial photographs used in photogrammetry come in overlapping pairs. Frequently the photographs differ in colour distribution, although they show largely the same land site and they are taken by the same air-camera. Almost always, this difference does not affect the accuracy of photogrammetric measures. However, if the photographs are used to make an orthophotomosaic, the difference in colour produces artificial boundaries in the resulting maps, and certainly it does not look good in the eye. This paper proposes an automatic conversion of the colours of one aerial photograph to the colours of the other. The method is based on the overlapping of the aerial photographs, typically 65%. It is assumed that, in the overlapped region, the difference is an artifact of the camera, the scanner or other reasons, which systematically affects all the colours. Thus it is possible to transform the histogram of each band of one aerial photograph to the corresponding histogram of the other aerial photograph. This is done by fitting a parabola to each histogram and then matching the parabolas, converting the colours on the second aerial photograph. The method has been tested with numerous aerial photographs and it gives satisfactory results.
DOI: 10.12760/03-2014-25
title: Multi-temporal analysis of forestation changes in Tatra National Park using SPOT images

description: The goal of this work is the identification of afforestation changes in the Tatra National Park and multi-temporal analysis based on satellite images SPOT 5 and SPOT 6 in period 2002-2012. The whole idea of this study refers to the earlier research made in 1992 (1), which results cover the period 1934-1992 and consists in connection of both experiments.
To identify land cover types occurring in the area of interest the photointerpretation key was developed based on SPOT images. Subsequently, a spatial database in GIS technology was created and eventually 11 classes of land cover using photointerpretation were distinguished. Analysis of changes included a comparison of separated classes of land cover, including afforestation evident in image from different years. Furthermore the trend of its changes was studied as well. The analysis of changes in afforestation was made using digital elevation model with respect to the absolute height, aspect and slope of the terrain. With regard to the results of earlier studies, executed evaluation is gaining wider context. In the years 1934-1992 there was a significant deforestation of the Tatra National Park. However, the changes that have been occurring over the last 10 years are beneficial and forested areas slightly increased comparing to 1992. Thereby the positive process of forest succession was proved.
DOI: 10.12760/03-2014-30
title: Forest ecosystem health assessment by exergy approach.

description: The plant cover is the main absorbing landscape surface. Morphological and biochemical changes in this surface are associated with the extraction of information from the environment, including the solar spectrum. Interaction of the solar radiation with vegetation is resulting as a new composition of the spectrum of outgoing radiation. The exergy of the solar radiation, reflected by the surface of forest ecosystem, has been calculated by using digital data, recorded by the remote sensing satellites. In the study this approach has been applied to the assessment of the forest ecosystem health in the North-East part of the Czech Republic on the base of Landsat TM and ETM data. Changes of exergy values indicated the changes in the forest ecosystem processes.
DOI: 10.12760/03-2014-28
title: Quality Assessment of Geospatial Data

description: According to application needs, the spatial data issued from digitizing operation, or imported from other formats shall undergo specific operations prior to any use, in order to preserve the spatial data consistency, the component of data quality considered as an indispensable part in an ISO metadata model. On this background, the contribution of our work falls in the field of spatial data quality improvement. It involves applying a multi-stage methodology for detecting and correction errors.
DOI: 10.5281/zenodo.4412827
title: Dataset: Ideas and perspectives: patterns of soil CO2, CH4, and N2O fluxes along an altitudinal gradient - a pilot study from an Ecuadorian neotropical montane forest

description: These datasets contain data from (i) soil CO<sub>2</sub>, CH<sub>4,</sub> and N<sub>2</sub>O flux measurements (ii) physicochemical soil properties, and (iii) soil temperature and moisture of four tropical forests located on the western flanks of the Andes in northern Ecuador. A manuscript using these datasets has been submitted to Biogeosciences under the title: <strong><em>"Ideas and perspectives: patterns of soil CO2, CH4, and N2O fluxes along an altitudinal gradient - a pilot study from an Ecuadorian neotropical montane forest"</em></strong>.
DOI: 10.5281/zenodo.4412826
title: Dataset: Ideas and perspectives: patterns of soil CO2, CH4, and N2O fluxes along an altitudinal gradient - a pilot study from an Ecuadorian neotropical montane forest

description: These datasets contain data from (i) soil CO<sub>2</sub>, CH<sub>4,</sub> and N<sub>2</sub>O flux measurements (ii) physicochemical soil properties, and (iii) soil temperature and moisture of four tropical forests located on the western flanks of the Andes in northern Ecuador. A manuscript using these datasets has been submitted to Biogeosciences under the title: <strong><em>"Ideas and perspectives: patterns of soil CO2, CH4, and N2O fluxes along an altitudinal gradient - a pilot study from an Ecuadorian neotropical montane forest"</em></strong>.
DOI: 10.12760/03-2014-14
title: Attenuation correction of full-waveform airborne laser scanner data for improving the quality of volumetric forest reconstructions by simplified waveform history analysis

description: Full-waveform airborne laser scanning data yield a great amount of information for the analysis of vegetation density in forestry applications. So far, the processing of full-waveform laser scanner data in forestry applications has mostly been limited to the extraction of discrete maxima via a Gaussian decomposition. This will usually lead to a densification of the 3D point cloud between terrain model and crown model by 3-5 extra 3D points per laser pulse, plus information on echo width and amplitude. However, beyond this extraction of additional discrete 3D points, full waveform data may form a valuable basis for a fully volumetric representation of forest stands in a 3D voxel structure, wherein the voxel attributes are derived from the digitized waveform directly. 
For this purpose, differential backscatter cross sections, derived from the digitized pulse echoes, have to be projected into a Cartesian voxel structure of a suitable resolution, wherein the voxel entries represent amplitudes of the cross section and can be interpreted as a local measure for the amount of pulse reflecting matter. However, the 'history' of each laser echo pulse is characterized by attenuation effects caused by reflections in higher regions of the crown. To achieve a radiometrically correct voxel space representation, the loss of signal strength caused by partial reflections on the path of a laser pulse through the canopy has to be compensated. Thereby, the correction term has to be derived from the digitized pulse echo itself. In this paper, we present an approach for a discrete correction, realized as a segment-based modification of the echo waveform amplitude. The basic idea of the procedure is to enhance the waveform intensity values in lower parts of the tree crown for portions of the pulse intensity, which have been reflected (and thus blocked) in higher parts of the crown. The paper will discuss the developed model of attenuation correction and show results from a validation both with synthetic and real world data.
DOI: 10.15468/cfjnja
title: A new species of Pheraeus Godman, 1900 (Hesperiidae, Hesperiini, Moncina) restricted to Rio Doce Valley, Brazil

description: This dataset contains the digitized treatments in Plazi based on the original journal article Saraiva, Isabella M., Carneiro, Eduardo, Casagrande, Mirna M., Mielke, Olaf H. H. (2020): A new species of Pheraeus Godman, 1900 (Hesperiidae, Hesperiini, Moncina) restricted to Rio Doce Valley, Brazil. Zootaxa 4859 (2): 285-292, DOI: https://doi.org/10.11646/zootaxa.4859.2.7
DOI: 10.15468/ebgzeh
title: Validation of Amblopusa vancouverensis (Coleoptera, Staphylinidae, Aleocharinae

description: This dataset contains the digitized treatments in Plazi based on the original journal article Yoo, In-Seong, Ahn, Kee-Jeong (2020): Validation of Amblopusa vancouverensis (Coleoptera, Staphylinidae, Aleocharinae. Zootaxa 4859 (2): 300, DOI: https://doi.org/10.11646/zootaxa.4859.2.9
DOI: 10.6084/m9.figshare.13515170.v2
title: STOTEN-D-20-24939-data

description: This dataset is only for the Science of total environment
DOI: 10.6084/m9.figshare.13515170
title: STOTEN-D-20-24939-data

description: This dataset is only for the Science of total environment
DOI: 10.15468/2rzrvn
title: Description of a new species of Kermicus Newstead (Hemiptera: Coccomorpha Pseudococcidae) from bamboo in southeast China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Wu, San-An, Huang, Shaobin, Liang, Chuanguan (2020): Description of a new species of Kermicus Newstead (Hemiptera: Coccomorpha Pseudococcidae) from bamboo in southeast China. Zootaxa 4859 (3): 440-450, DOI: https://doi.org/10.11646/zootaxa.4859.3.9
DOI: 10.12760/02-2015-1-01
title: Quantitative benthic distribution in Kislo-Sladkoye Lake

description: Water bodies separating from the sea have recently been an object of increasing interest among specialists in various fields. Kislo-Sladkoye Lake situated near the White Sea Biological Station of Moscow State University is one of the model separating water reservoirs. The lake is under monitoring for hydrological, hydrochemical, and microbiological characteristics. Bacterial and phytoplankton communities are also a focus of attention. However, some aspects are still poorly understood. In this work first results of a quantitative survey of macrobenthos are presented. The work is dedicated to the quantitative evaluation of the macrobenthic community of Kislo-Sladkoye Lake. Thirty samples were taken from 16 stations at the following depths: 0.5, 1, 1.5, 2, 2.5, 3, 4 m. Ten species of macrobenthic invertebrates were found in the dredge samples: Insecta: Diptera - 4 taxa (larvae and adults); Mollusca: Gastropoda - 2 taxa; Oligochaeta - 1 taxon,  there were also Nematoda, Chironomidae as well as houses of Pectinaria koreni and debris of Dynamena pumila. The largest quantities are reached by Hydrobia ulvae and Chironomus salinarius; nematodes, oligochaetes, chironomids and other beetles are sufficient, too. Benthic biomass in this lake varies from 0.59 to 202.62 g/m2 with the highest amount of Hydrobia ulvae, Chironomus salinarius, Oligochaeta (at greater depths) and Ephydridae gen. sp.
DOI: 10.12760/02-2014-1-19
title: Determining Frankfurt's suitability potential for the OnTop concept

description: The OnTop Project performed at Frankfurt University of Applied Sciences, competing in Solar Decathlon Europe 2014, aims to demonstrate an approach to the rising challenge of urban densification by the help of an extra construction on top of an already existing building. While architects work on the most profitable structure of the building, it is equally important to detect which buildings are actually suitable for this purpose. Through the spatial data (3D city model, solar-roof and buildings cadastre, orthophotos, thermal images and LiDAR data) an analysis was conducted, deriving acceptable buildings within Frankfurt meeting the appointed criteria. Unfortunately, data protection issues and the aim of making the entire analysis automatic left only few criteria usable. Some of them proved to be crucial: height, function and roof surface, while others were used to weigh the results and appoint each building to a suitability class. For instance, the concept assumed that re-modelling roofs is acceptable. It was stressed that no resettlement should occur. Therefore, one of the most essential criteria was to assess from the available data, whether a building's attic is inhabited. This question was mainly assessed by the derived average roof angle per building, small angles indicating less likely habitation. One of the biggest challenges of the project was to manage the huge amount of data, their accuracy and inadequacy as well as their different origins. The analysis yielded estimations, overlaid on building polygons, which may be used for this concept and further evaluation resulted in a possible number of built OnTop structures.
DOI: 10.6084/m9.figshare.13515188.v1
title: bdd_publi_jpm.xlsx

description: definition of personalized medicine or targeted therapies in french students according to medical familiarity
DOI: 10.6084/m9.figshare.13515188
title: bdd_publi_jpm.xlsx

description: definition of personalized medicine or targeted therapies in french students according to medical familiarity
DOI: 10.12760/02-2014-1-18
title: Using thermal IR imaging for identification of cold air influxes and topoclimatological investigations - a case study from Roztocze National Park

description: Meteorological research has been carried out in Roztocze Region for many years by numerous scientists. Nevertheless, information about its climate is limited to general climatic classifications of Poland. Knowledge about local climates of this specific area is rather limited. In this case study, the authors combined traditional methods of investigating this topic with ground-based thermal IR imaging not used in small-scale climatology so far. 
Thermal IR images of places where cold air influxes are expected were taken as a first step of fieldworks. Then, measurements of temperature and relative humidity spatial differentiation were conducted at chosen sites. Simultaneously, continuous meteorological measurements were performed in different local ecosystems with the aim of, e.g., verifying hypotheses about differences of thermal conditions at those sites. The results of fieldwork were processed and analysed using GIS and then related to local topographical conditions assumed from satellite imaging land cover. 
As a conclusion of the investigation, it can be stated that the influence of forest on grassland phytoclimate during advection of cold air can be observed only in a limited range of distances. This interaction changes according to the type of weather, relief of the land and type of vegetation. It is also worth emphasizing that using a handheld thermal IR camera, GIS analysis and satellite imaging can be considerably helpful in research on local climate and extreme thermal phenomena.
DOI: 10.12760/01-2014-2-08
title: Leaf Area Index of forests using ALS, Landsat and ground measurements in magura national park (SE Poland).

description: Leaf Area Index (LAI) is one of the crucial characteristics describing forest canopy structure and is significant for biomass assessments which are important for characterizing forest ecosystems and rational management of wood resources. The main goal of this research was to estimate Leaf Area Index of forests located within borders of the Magura National Park (MNP) situated in the area of the Flysch Carpathians, Poland. Examined forest communities belong to two different vegetation layers in altitudinal zonation: foothills zone, up to 530 m a.s.l., and forest zone, located higher. 
In situ ground indirect measurements of LAI were performed using a LAI-2000 Plant Canopy Analyzer. They were achieved within the scanned swath of the airborne laser scanning (ALS) with a density of 4 points/m²&gt; and Landsat images. Both Landsat images and ALS data were used to calculate the LAI. Field measurements were carried out between 23 and 29 August 2013 using two LAI-2000 Plant Canopy Analyzers. The campaign was organized just after the date of ALS data acquisition (22.08.2013). Several spectral vegetation indices (NDVI, IPVI, MSR, GNDVI among others) were tested in order to obtain the spatial distribution of LAI estimated on the basis of Landsat images as a comparison to LAI derived from ALS data. The GNDVI index was chosen as the best predictor of Leaf Area Index (R² = 0.705; r = 0.840). The results indicate that ALS offers an accurate tool for mapping leaf area index for forests at local or regional scale and that it is suitable for verification of LAI derived through passive optical remote sensing techniques over large areas. The results indicate that ALS-derived point density and Landsat vegetation indices are correlated and that ALS results present an acceptable accuracy of LAI estimations for all forest classes (R² = 0.5526). The comparison of ALS LAI and field measurements gave satisfactory results. The coefficient of determination for all forest classes in this case was equal to 0.456.