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Autonomous LLM-agent harmonization of environmental data across global...
This collection is the supplementary research object for a study in which large language model (LLM) agents autonomously harmonize environmental data across five global research... -
Transposable Elements and the Emergence of Genomic Innovation
Analyzes thousands of genomic datasets to understand how transposable elements drive regulatory innovation. Nearly half of the human genome comprises these mobile sequences that... -
Intelligent Metadata Compilation to Enhance Synthesis of Mass...
Develops automated workflows extracting and standardizing proteomics metadata using bioinformatics and natural language processing. Enhances PRIDE repository accessibility for... -
Protein Misfolding, Mutations and the Emergence of Disease Phenotypes
Analyzes structural, sequence, and gene-disease data linking protein entanglement to disease. Explores previously unrecognized causes of disease through protein topology-disease... -
Identifying the Molecular Origins of Heat Resistance in Plants
Analyzes omics datasets comparing cytokinesis under normal and high-temperature conditions across species. Identifies genetic factors enabling heat tolerance relevant to... -
The Epigenetic Drivers of Neurodegenerative Processes in Human Brain Cells
Develops multimodal AI integrating single-cell genomic data to reveal genome architecture-expression relationships. Identifies epigenetic drivers of neurodegeneration in... -
Unraveling the Evolutionary Origin of Complex Topologies
Maps when topological entanglement (knots, slipknots, lasso motifs) emerged across protein families using sequence, structure, and phylogenetic data. Tests functional... -
Mapping Bacterial Cell States Across Environments and Evolution
Synthesizes bacterial gene expression data to create the first atlas of cell states including growth, starvation, biofilm formation, and dormancy across diverse environments.... -
VERDE: Vast Exploration and Research across Dry Forest Ecosystems
This working group investigates tropical dry forests through an environmental data science lens, examining how drought-induced leaf loss shapes ecosystem function and climate... -
popClimVar: Climatic Variability and Fluctuating Populations
This interdisciplinary team investigates how climate change impacts ecological patterns and species population dynamics. The group synthesizes large-scale data across diverse... -
Macrophenology
This working group examines the seasonal timing of leaf-out, budding, flowering, fruiting, and leaf-off in plants as indicators of climate change response. The team integrates... -
Developing Best Practices for Large Language Models in Environmental Science
This initiative develops ethical guidelines and best practices for using AI-powered text analysis in environmental research synthesis and policy evaluation. The team creates... -
AI for Natural Methane: Harmonizing Natural Methane Datasets using Knowledge...
This working group integrates scientific knowledge with machine learning to harmonize simulated and observed datasets from global wetlands and soil sinks. The team consolidates... -
Yang et al., 2017 Data for PVP deleterious alleles
Data described here is associated with the Yang et al., 2017, PLOS Genetics. The data types in this directory tree are: GERP annotation data, bam and SNP data, and ReadMe text... -
Whole-genome sequence of phages p000v and p000y infecting the bacterial...
We report here the genome sequence and morphological characterization of phages p000v and p000y that infect the bacterial pathogen Shigatoxigenic Escherichia coli O157:H7 and... -
Valluru 2019 Genetics
We are uploadind the mapped read (*.bam) and genotypic files (vcf) used in the publication: Leveraging mutational burden for complex trait prediction in sorghum (Valluru et al.... -
Tripsacum Transcriptomes
These data files are associated with The Plant Genome article: Gault CM, Kremling KA, Buckler ES. Tripsacum de novo transcriptome assemblies reveal parallel gene evolution with... -
Topp Zea mays gels 3d volumes 2016
This data set consists of 3-D volumes that represent Zea mays root crowns, of the Illinois Protein Strain Recombinant Inbred (IPSRI) population. This data set can be used to... -
Topp Zea mays 2d DIRT images 2016
This data set consists of photographs (2-D images) of root crowns of Zea mays, of the Illinois Protein Strain Recombinant Inbred (IPSRI) population. This data set can be used to... -
The relevance of dominance and functional annotations to predict agronomic...
Supporting data for analyses of hybrid panels in “The relevance of dominance and functional annotations to predict agronomic traits in hybrid maize” (bioRxiv:...