Contribute Geolocation Data
Help us add geographic metadata to scientific works!
The works listed below have been harvested from various scientific sources but do not have geolocation data yet. If you know the geographic location or area mentioned in any of these works, you can help us improve our database.
Know a publication that should be in OPTIMAP? Enter its DOI and we will fetch its metadata from Crossref and enrich it automatically. If we already have it, you will be taken to its page.
Please log in to add works by DOI — use the user menu at the top right of the page.
scientific-data)
Showing 3151 to 3200 of 8381 works
Pupillometry and electroencephalography in the digit span task
Abstract This dataset consists of raw 64-channel EEG, cardiovascular (electrocardiography and photoplethysmography), and pupillometry data from 86 human participants recorded duri…
QM7-X, a comprehensive dataset of quantum-mechanical properties spanning the chemical space of small organic molecules
Abstract We introduce QM7-X, a comprehensive dataset of 42 physicochemical properties for ≈4.2 million equilibrium and non-equilibrium structures of small organic molecules with u…
Precision annotation of digital samples in NCBI’s gene expression omnibus
Abstract The Gene Expression Omnibus (GEO) contains more than two million digital samples from functional genomics experiments amassed over almost two decades. However, individual…
Thirty complete Streptomyces genome sequences for mining novel secondary metabolite biosynthetic gene clusters
Abstract Streptomyces are Gram-positive bacteria of significant industrial importance due to their ability to produce a wide range of antibiotics and bioactive secondary metabolit…
Three-dimensional motion capture data during repetitive overarm throwing practice
Abstract Three-dimensional motion capture analysis is considered the gold standard for any movement research. Motion capture data were recorded for 7 healthy female participants w…
Computational scanning tunneling microscope image database
Abstract We introduce the systematic database of scanning tunneling microscope (STM) images obtained using density functional theory (DFT) for two-dimensional (2D) materials, calc…
Wheat historical phenotypic data from European genebanks as an important resource for research and breeding
Abstract Plant genetic resources are considered a treasure trove of valuable, untapped diversity that holds the key to breeding the crops of the future. However, the use of these …
Transcriptomic profiling of induced steatosis in human and mouse precision-cut liver slices
Abstract There is a high need for predictive human ex vivo models for non-alcoholic fatty liver disease (NAFLD). About a decade ago, precision-cut liver slices (PCLSs) have been e…
A 20-year dataset (2001–2020) of global cropland water-use efficiency at 1-km grid resolution
Abstract Cropland water-use efficiency (WUE) is an essential indicator for the sustainable utilization of agricultural water resources. The lack of long-term global cropland WUE d…
Genomic Reference Resource for African Cattle: Genome Sequences and High-Density Array Variants
Abstract The diversity in genome resources is fundamental to designing genomic strategies for local breed improvement and utilisation. These resources also support gene discovery …
A comprehensive data set of physical and human-dimensional attributes for China’s lake basins
Abstract Lakes provide water-related ecosystem services that support human life and production. Nevertheless, climate changes and anthropogenic interventions remarkably altered la…
Fine-scale multiannual survey of benthic invertebrates in a glacier-fed stream used for hydropower generation
Abstract The present dataset contains information about aquatic macroinvertebrates and environmental variables collected before and after the implementation of a small “run-of-riv…
Citizen science helps in the study of fungal diversity in New Jersey
Abstract The history of fungal diversity of the Northeastern United States is currently fragmentary and restricted to particular functional groups or limited geospatial scales. He…
RAS Dataset: A 3D Cardiac LGE-MRI Dataset for Segmentation of Right Atrial Cavity
Abstract The current challenge in effectively treating atrial fibrillation (AF) stems from a limited understanding of the intricate structure of the human atria. The objective and…
A metagenomic survey of forest soil microbial communities more than a decade after timber harvesting
Abstract The scarcity of long-term data on soil microbial communities in the decades following timber harvesting limits current understanding of the ecological problems associated…
Long-term data set of small mammals from owl pellets in the Atlantic-Mediterranean transition area
Abstract We describe the pellet sampling data set from the Vertebrate Collection of the Museum of Zoology of the University of Navarra. This data set compiles all information abou…
3D meshes dataset of sagittal otoliths from red mullet in the Mediterranean Sea
Abstract This paper presents a dataset of 3D sagittal left otolith meshes from 339 individual red mullet ( Mullus barbatus ). These immature specimens were collected from 17 geogr…
A high altitude respiration and SpO2 dataset for assessing the human response to hypoxia
Abstract This report presents the Harespod dataset, an open dataset for high altitude hypoxia research, which includes respiration and SpO2 data. The dataset was collected from 15…
Limb and trunk accelerometer data collected with wearable sensors from subjects with Parkinson’s disease
Abstract Parkinson’s disease (PD) is a neurodegenerative disorder characterized by motor and non-motor symptoms. Dyskinesia and motor fluctuations are complications of PD medicati…
A kinematic and EMG dataset of online adjustment of reach-to-grasp movements to visual perturbations
Abstract Control of reach-to-grasp movements for deft and robust interactions with objects requires rapid sensorimotor updating that enables online adjustments to changing externa…
Global datasets of geospatial-AI-resolved energy consumers including climate-driven energy demands, geographical and so…
Abstract Traditional models deliberately simplify millions of consumers into a single, homogeneous, representative agent with perfect market knowledge and rational expectations, l…
An LLM driven dataset on the spatiotemporal distributions of street and neighborhood crime in China
Abstract Crime is a significant social, economic, and legal issue. This research presents an open-access spatiotemporal repository of street and neighborhood crime data, comprisin…
The Toronto older adults gait archive: video and 3D inertial motion capture data of older adults’ walking
Abstract We introduce the Toronto Older Adults Gait Archive, a gait dataset of 14 older adults containing 2D video recordings, and 2D (video pose tracking algorithms) and 3D (iner…
Comprehensive dataset of features describing eye-gaze dynamics across multiple tasks
Abstract We present a comprehensive dataset collected from 251 participants, which includes diverse features characterizing eye-gaze dynamics. Participants performed several tasks…
Rethinking the production and publication of machine-readable expressions of research findings
Abstract Scientific literature is the primary expression of scientific knowledge and an important source of research data. However, scientific knowledge expressed in narrative tex…
Human olfactory receptor responses to odorants
Abstract Although the human olfactory system is capable of discriminating a vast number of odors, we do not currently understand what chemical features are encoded by olfactory re…
The natural variance of Arabidopsis secondary metabolism on extended darkness
Abstract In plants due to their sessile nature, secondary metabolites are important components against different abiotic and biotic stress, such as extended darkness. For this rea…
Long term survey of the fish community and associated benthic fauna of the Seine estuary nursery grounds
Abstract Estuaries are crucial ecosystems where human activities deeply affect numerous ecological functions. Here we present a survey dataset based on the monitoring of fish nurs…
Plant traits and associated ecological data from Afromontane grasslands of Maloti-Drakensberg, South Africa
Abstract The Afromontane region harbors ancient grasslands with high levels of endemism, now under threat from land-use change, biological invasions and encroachment, and climate …
Dataset for predicting single-spot proton ranges in proton therapy of prostate cancer
Abstract The number of radiotherapy patients treated with protons has increased from less than 60,000 in 2007 to more than 220,000 in 2019. However, the considerable uncertainty i…
Benchmark for welding gun fault prediction with multivariate time series data
Abstract In the automotive industry, machinery failures of the resistance spot welding (RSW) guns would interrupt the manufacturing lines and cause unplanned downtime, potentially…
Quantitative catalogue of mammalian mitotic chromosome-associated RNAs
Abstract The faithful transmission of a cell’s identity and functionality to its daughters during mitosis requires the proper assembly of mitotic chromosomes from interphase chrom…
How to help
If you recognize any works that reference specific geographic locations, please login, confirm your account, and contribute metadata.
In case you find any errors in other metadata fields, if you see a work with incorrect location or time information, or if you find works that should be included in our database, please contact us: