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SkillsMP hat 17 Skills aus baratadiego/ecological-agent-skills gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
Es werden 17 von 17 gesammelten Skills angezeigt.
Performs multivariate community ecology analyses including ordination, diversity metrics, and assemblage comparisons. Use this skill when the user mentions species composition, NMDS, PCA ordination, PERMANOVA, beta diversity, alpha diversity, species…
Quellsprache: Englisch
Guides predictor selection, collinearity checks, cross-validation strategy, and hyperparameter tuning for ecological predictive models. Use this skill when the user mentions VIF, collinearity, feature selection, spatial cross-validation, block CV,…
Quellsprache: Englisch
Quantifies ecological impacts using BACI designs, landscape fragmentation metrics, and pressure indices. Use this skill when the user mentions BACI analysis, before-after-control-impact, impact assessment, disturbance effects, land use change impacts,…
Quellsprache: Englisch
Maps and quantifies ecosystem services including carbon stocks, water yield, soil erosion, and habitat quality with trade-off analysis. Use this skill when the user mentions ecosystem services, InVEST models, ES mapping, carbon sequestration, water yield…
Quellsprache: Englisch
Validates predictive models and quantifies uncertainty including AUC/TSS metrics, calibration, extrapolation risk (MOP/MESS/ExDet), and ensemble uncertainty maps. Use this skill when the user needs model performance evaluation, ROC curves, cross-validation…
Quellsprache: Englisch
Runs frequentist statistical analyses including GLMs, GLMMs, model selection, and assumption diagnostics for ecological data. Use this skill when the user needs statistical tests, linear or mixed models, ANOVA, effect sizes, confidence intervals, AIC-based…
Quellsprache: Englisch
Detects trends, breakpoints, and recovery trajectories in environmental time series data from remote sensing or field measurements. Use this skill when the user mentions time series analysis, NDVI/EVI/LST trends, Mann-Kendall tests, Sen slope, BFAST…
Quellsprache: Englisch
Fits single-season and dynamic occupancy models that account for imperfect detection in wildlife survey data. Use this skill when the user mentions occupancy estimation, detection probability, imperfect detection, detection histories, repeated visits,…
Quellsprache: Englisch
Ensures full reproducibility of ecological analyses through provenance tracking, decision logging, parameter manifests, and environment documentation. Use this skill when the user mentions reproducibility, audit trails, data provenance, decision logs, file…
Quellsprache: Englisch
Runs the complete species distribution modeling (SDM/ENM) pipeline: occurrence preparation, model fitting (MaxEnt, ensemble), thresholding, projection under climate scenarios, and interpretation. Use this skill when the user mentions habitat suitability,…
Quellsprache: Englisch
Cleans, validates, and standardizes ecological occurrence records and downloads biodiversity data from global repositories. Use this skill when the user needs data cleaning, coordinate validation, duplicate removal, outlier detection, taxonomic harmonization,…
Quellsprache: Englisch
Handles spatial data operations: reprojection, raster stacking, clipping, extraction, and environmental predictor downloads for ecological analyses. Use this skill when the user needs CRS reprojection, raster masking or cropping, spatial extraction, buffer…
Quellsprache: Englisch
Processes passive acoustic monitoring (PAM) data to compute soundscape indices and detect species from audio recordings. Use this skill when the user mentions acoustic monitoring, bioacoustics, soundscape ecology, acoustic indices (ACI, NDSI, ADI), BirdNET,…
Quellsprache: Englisch
Processes camera trap image records into structured detection data, activity patterns, and trap effort summaries. Use this skill when the user mentions camera traps, wildlife cameras, trap nights, detection events, diel activity patterns, camtrapR, temporal…
Quellsprache: Englisch
Analyzes landscape connectivity using graph theory, resistance surfaces, and corridor identification for conservation planning. Use this skill when the user mentions habitat connectivity, wildlife corridors, Circuitscape, least-cost paths, resistance…
Quellsprache: Englisch
Builds matrix population models (Leslie/Lefkovitch) and runs stochastic PVA simulations to assess extinction risk and IUCN criteria. Use this skill when the user mentions PVA, population viability, lambda growth rate, Leslie or Lefkovitch matrices,…
Quellsprache: Englisch
Solves systematic conservation planning problems using integer linear programming (prioritizr), Marxan, or Zonation for protected area design. Use this skill when the user mentions conservation planning, 30x30 targets, Marxan, Zonation, prioritizr,…
Quellsprache: Englisch