Abstract:Many cooperatives fail after start-up grants end. Fuzzy-set QCA identifies configurations of municipal contracts, member training, and equipment sharing associated with multi-year survival.
Abstract:Export buyers demand batch-level authenticity that small cooperatives struggle to maintain on paper. Lightweight signed tokens linking harvest lots to packing events reduce documentation disputes on shared office hardware.
Abstract:Peat carbon outcomes hinge on water table depth that is sparsely gauged. Sentinel indices calibrated to piezometers map seasonal drawdown and recovery across managed and degraded sites.
Abstract:Allotment communities conserve rare vegetable landraces through informal swaps that catalogs rarely capture. We co-map exchange events and variety lists and relate network structure to plot-level diversity. Bridging gardeners who attend multiple sites sustain uncommon cultivars.
Abstract:Station density limits drought alerts in data-sparse regions. Assimilating microwave soil moisture into a land-surface model advances drought onset detection relative to rainfall percentiles alone.
Abstract:Sparse municipal sensor grids leave gaps in neighborhood heat-risk maps. We train gradient-boosting models on fused logger and satellite land-surface temperature and validate against pedestrian thermal-comfort walks. Forecast skill improves when street canyon geometry and tree canopy are included as features.
Abstract:Tariff pilots assume homogeneous load shifting that rarely holds. Clustering smart-meter series reveals archetypes whose peak reduction differs under identical price signals.
Abstract:Local-language administrative corpora lack labeled entities. Cross-lingual transfer with domain adapters improves place and organization recognition relative to scratch training.
Abstract:Electronic referral systems often ignore rural connectivity limits. Ethnography of clinic workflows documents paper and messaging workarounds that sustain continuity when portals fail.
Abstract:Growers use compost teas with uneven evidence. Replicated field trials compare preparation methods against powdery mildew and early blight and identify batches with consistent suppression.