On the public citation graph

Ecological organisation revealed by Earth Observation foundation-model embeddings

https://doi.org/10.2139/ssrn.7287483
0 signed · 39 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/2017ef000628openalex-snapshot
The Biosphere Under Potential Paris Outcomes
inferredcites →https://doi.org/10.1002/eap.2081openalex-snapshot
Regional mapping of species‐level continuous foliar cover: beyond categorical vegetation mapping
inferredcites →https://doi.org/10.1007/978-3-030-30069-2_22openalex-snapshot
Gradient Analysis and Surface Metrics for Landscape Ecology
inferredcites →https://doi.org/10.1007/978-4-431-87771-4_5openalex-snapshot
The Gradient Paradigm: A Conceptual and Analytical Framework for Landscape Ecology
inferredcites →https://doi.org/10.1007/bf00031679openalex-snapshot
A new model for the continuum concept
inferredcites →https://doi.org/10.1016/j.ecoinf.2024.102702openalex-snapshot
Reviewing the Spectral Variation Hypothesis: Twenty years in the tumultuous sea of biodiversity estimation by remote sensing
inferredcites →https://doi.org/10.1016/j.ecolmodel.2014.08.018openalex-snapshot
Understanding and quantifying landscape structure – A review on relevant process characteristics, data models and landscape metrics
inferredcites →https://doi.org/10.1016/j.isprsjprs.2024.02.018openalex-snapshot
Estimating fractional vegetation cover from multispectral unmixing modeled with local endmember variability and spatial contextual information
inferredcites →https://doi.org/10.1016/j.rse.2017.06.031openalex-snapshot
Google Earth Engine: Planetary-scale geospatial analysis for everyone
inferredcites →https://doi.org/10.1016/j.rse.2021.112743openalex-snapshot
Mapping temperate forest tree species using dense Sentinel-2 time series
inferredcites →https://doi.org/10.1016/j.rse.2025.114646openalex-snapshot
Mapping fractional vegetation cover in Sub-Saharan rangelands using phenological feature spaces
inferredcites →https://doi.org/10.1016/s0304-3800(02)00205-3openalex-snapshot
Spatial prediction of species distribution: an interface between ecological theory and statistical modelling
inferredcites →https://doi.org/10.1017/cbo9780511614415.013openalex-snapshot
The gradient concept of landscape structure
inferredcites →https://doi.org/10.1038/s41467-023-37958-zopenalex-snapshot
Latent generative landscapes as maps of functional diversity in protein sequence space
inferredcites →https://doi.org/10.1038/s41559-025-02662-2openalex-snapshot
Widespread ecological novelty across the terrestrial biosphere
inferredcites →https://doi.org/10.1038/s41559-025-02668-wopenalex-snapshot
Ecological novelty is the new norm on our planet
inferredcites →https://doi.org/10.1038/s41559-025-02779-4openalex-snapshot
Tropical biodiversity loss from land-use change is severely underestimated by local-scale assessments
inferredcites →https://doi.org/10.1038/s41586-019-0969-xopenalex-snapshot
The single-cell transcriptional landscape of mammalian organogenesis
inferredcites →https://doi.org/10.1038/s41586-025-08663-2openalex-snapshot
Canopy functional trait variation across Earth’s tropical forests
inferredcites →https://doi.org/10.1038/s41586-025-08752-2openalex-snapshot
The global human impact on biodiversity
inferredcites →https://doi.org/10.1038/s41587-019-0336-3openalex-snapshot
Visualizing structure and transitions in high-dimensional biological data
inferredcites →https://doi.org/10.1038/s41592-021-01358-2openalex-snapshot
Squidpy: a scalable framework for spatial omics analysis
inferredcites →https://doi.org/10.1038/s41893-023-01157-xopenalex-snapshot
Earlier collapse of Anthropocene ecosystems driven by multiple faster and noisier drivers
inferredcites →https://doi.org/10.1038/s43247-022-00564-wopenalex-snapshot
Mapping tropical forest functional variation at satellite remote sensing resolutions depends on key traits
inferredcites →https://doi.org/10.1080/00401706.1970.10488634openalex-snapshot
Ridge Regression: Biased Estimation for Nonorthogonal Problems
inferredcites →https://doi.org/10.1080/22797254.2024.2341414openalex-snapshot
Training data in satellite image classification for land cover mapping: a review
inferredcites →https://doi.org/10.1109/igarss53475.2024.10641865openalex-snapshot
A Latent Space Metric for Enhancing Prediction Confidence in Earth Observation Data
inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot
Representation Learning: A Review and New Perspectives
inferredcites →https://doi.org/10.1109/tvcg.2007.70443openalex-snapshot
Least Square Projection: A Fast High-Precision Multidimensional Projection Technique and Its Application to Document Mapping
inferredcites →https://doi.org/10.1109/tvcg.2024.3471181openalex-snapshot
HUMAP: Hierarchical Uniform Manifold Approximation and Projection
inferredcites →https://doi.org/10.1111/1365-2745.13897openalex-snapshot
Remote sensing of phenology: Towards the comprehensive indicators of plant community dynamics from species to regional scales
inferredcites →https://doi.org/10.1111/gcb.15846openalex-snapshot
Land‐use change and biodiversity: Challenges for assembling evidence on the greatest threat to nature
inferredcites →https://doi.org/10.1111/geb.13790openalex-snapshot
Global patterns and environmental drivers of forest functional composition
inferredcites →https://doi.org/10.1111/j.1469-8137.2009.03142.xopenalex-snapshot
Evolutionary consequences of autopolyploidy
inferredcites →https://doi.org/10.1371/journal.pone.0291697openalex-snapshot
Mapping landscape ecological patterns using numeric and categorical maps
inferredcites →https://doi.org/10.3390/rs13050950openalex-snapshot
Classification of Nemoral Forests with Fusion of Multi-Temporal Sentinel-1 and 2 Data
inferredcites →https://doi.org/10.3390/rs18071065openalex-snapshot
Evaluating the Performance of AlphaEarth Foundation Embeddings for Irrigated Cropland Mapping Across Regions and Years
inferredcites →https://doi.org/10.3390/rs70912314openalex-snapshot
A Phenology-Based Method for Monitoring Woody and Herbaceous Vegetation in Mediterranean Forests from NDVI Time Series
inferredcites →https://doi.org/10.52202/079017-3211openalex-snapshot
From Causal to Concept-Based Representation Learning
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.