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Using the Köppen classification to quantify climate variation and change: An example for 1901–2010
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Global change and climate-vegetation classification
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Greening in the circumpolar high-latitude may amplify warming in the growing season
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Detecting Arctic Climate Change Using K�ppen Climate Classification
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Climate Shifts during the Last Century
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Köppen Climate Types in Observed and Simulated Climates
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Diagnosing atmosphere‐ocean general circulation model errors relevant to the terrestrial biosphere using the Köppen climate classification
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Disappearing “alpine tundra” Köppen climatic type in the western United States
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Köppen climate classification system
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inferredcites →https://doi.org/10.1038/ngeo.2007.38openalex-snapshot
Widening of the tropical belt in a changing climate
inferredcites →https://doi.org/10.1111/j.1467-8306.1968.tb01633.xopenalex-snapshot
KÖPPEN AFTER FIFTY YEARS
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World Map of the Köppen-Geiger climate classification updated
inferredcites →https://doi.org/10.1127/0941-2948/2010/0430openalex-snapshot
Observed and projected climate shifts 1901-2100 depicted by world maps of the Köppen-Geiger climate classification
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An Overview of the Global Historical Climatology Network Temperature Database
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Changes in Arid Climate over North China Detected by the Koppen Climate Classification
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An Approach toward a Rational Classification of Climate
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The Köppen climate classification as a diagnostic tool for general circulation models
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Updated world map of the Köppen-Geiger climate classification
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Spatially heterogeneous responses of tree radial growth to recent El Niño southern-oscillation variability across East Asia subtropical forests
inferred← citeshttps://doi.org/10.1016/j.agrformet.2021.108439openalex-snapshot
Upscaling GOME-2 SIF from clear-sky instantaneous observations to all-sky sums leading to an improved SIF–GPP correlation
inferred← citeshttps://doi.org/10.1016/j.agrformet.2026.111414openalex-snapshot
A data driven approach for reference evapotranspiration forecasting: merging weather forecasts with persistence based Approaches
inferred← citeshttps://doi.org/10.1016/j.agsy.2026.104921openalex-snapshot
Effects of climate-smart agricultural practices on productivity, adaptation, and mitigation indicators: evidence from a global meta-analysis
inferred← citeshttps://doi.org/10.1016/j.anthro.2023.103209openalex-snapshot
The Middle Stone Age of Atlantic Africa: A critical review
inferred← citeshttps://doi.org/10.1016/j.apenergy.2019.04.165openalex-snapshot
Development of an enthalpy-based index to assess climatic potential for ventilative cooling of buildings: An Australian example
inferred← citeshttps://doi.org/10.1016/j.apenergy.2020.115507openalex-snapshot
Worldwide geographical mapping and optimization of stand-alone and grid-connected hybrid renewable system techno-economic performance across Köppen-Geiger climates
inferred← citeshttps://doi.org/10.1016/j.apenergy.2023.121510openalex-snapshot
Hierarchical learning, forecasting coherent spatio-temporal individual and aggregated building loads
inferred← citeshttps://doi.org/10.1016/j.apenergy.2023.121589openalex-snapshot
Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities
inferred← citeshttps://doi.org/10.1016/j.apenergy.2024.124262openalex-snapshot
New robust multi-criteria decision-making framework for thermal insulation of buildings under conflicting stakeholder interests
inferred← citeshttps://doi.org/10.1016/j.apgeochem.2026.106802openalex-snapshot
Geochemical and multi-isotopic (δ18O, δD, 87Sr/86Sr, 143Nd/144Nd) approaches on sources, water-rock interactions, and mixing processes of geothermal waters from a complex intertidal region of the Gulf of California
inferred← citeshttps://doi.org/10.1016/j.apgeochem.2026.107103openalex-snapshot
Environmental magnetism and geochemical screening of anthropogenic contamination in suburban university campus topsoil: lithogenic controls and localized ferrimagnetic enrichment in Querétaro, Mexico
inferred← citeshttps://doi.org/10.1016/j.applthermaleng.2022.118062openalex-snapshot
Implicit method for solving building heat transfer model and its application in energy-saving materials
inferred← citeshttps://doi.org/10.1016/j.applthermaleng.2022.118148openalex-snapshot
Investigation on the cooling performance of a buoyancy driven earth-air heat exchanger system and the impact on indoor thermal environment
inferred← citeshttps://doi.org/10.1016/j.applthermaleng.2025.125970openalex-snapshot
Optimal transition temperature maps of thermotropic glazing in a reference office room of China considering the building performance
inferred← citeshttps://doi.org/10.1016/j.apr.2018.10.003openalex-snapshot
Chemical composition of rainwater in an urban area of the southeast of Brazil
inferred← citeshttps://doi.org/10.1016/j.aquaeng.2021.102161openalex-snapshot
Start-up of a “zero-discharge” recirculating aquaculture system using woodchip denitrification, constructed wetland, and sand infiltration
inferred← citeshttps://doi.org/10.1016/j.atmosenv.2023.119997openalex-snapshot
A comparison of atmospheric aerosol absorption properties from the MERRA-2 reanalysis with AERONET
inferred← citeshttps://doi.org/10.1016/j.atmosenv.2024.120389openalex-snapshot
Analysis of spatially distributed enteric methane emissions from cattle across the geo-climatic regions of Mexico and uncertainty assessment
inferred← citeshttps://doi.org/10.1016/j.atmosres.2020.104964openalex-snapshot
Evaluation of bias correction methods for APHRODITE data to improve hydrologic simulation in a large Himalayan basin
inferred← citeshttps://doi.org/10.1016/j.atmosres.2022.106223openalex-snapshot
Impact of ocean-atmosphere coupling on present and future Köppen-Geiger climate classification in Europe
inferred← citeshttps://doi.org/10.1016/j.atmosres.2024.107224openalex-snapshot
Assessing exposure to climate extremes over the Arabian Peninsula using ERA5 reanalysis data: Spatial distribution and temporal trends
inferred← citeshttps://doi.org/10.1016/j.buildenv.2014.01.017openalex-snapshot
Outdoor thermal comfort in a hot and humid climate of Colombia: A field study in Barranquilla
inferred← citeshttps://doi.org/10.1016/j.buildenv.2018.03.039openalex-snapshot
Climatic applicability of downdraught evaporative cooling in the United States of America
inferred← citeshttps://doi.org/10.1016/j.buildenv.2019.106330openalex-snapshot
GIS-based approach to identify climatic zoning: A hierarchical clustering on principal component analysis
inferred← citeshttps://doi.org/10.1016/j.buildenv.2019.106396openalex-snapshot
Interactive kinetic façade: Improving visual comfort based on dynamic daylight and occupant's positions by 2D and 3D shape changes
inferred← citeshttps://doi.org/10.1016/j.buildenv.2020.106663openalex-snapshot
Building climate zoning in China using supervised classification-based machine learning
inferred← citeshttps://doi.org/10.1016/j.buildenv.2022.109633openalex-snapshot
Data-driven performance analysis of a residential building applying artificial neural network (ANN) and multi-objective genetic algorithm (GA)
inferred← citeshttps://doi.org/10.1016/j.buildenv.2023.110711openalex-snapshot
A review of climate adaptation of phase change material incorporated in building envelopes for passive energy conservation
inferred← citeshttps://doi.org/10.1016/j.buildenv.2024.111390openalex-snapshot
Effect of preferable wind directions on personal thermal comfort of occupants in the air-conditioned office in hot-humid climate
inferred← citeshttps://doi.org/10.1016/j.buildenv.2024.111424openalex-snapshot
Multi-objective optimization of energy and daylight performance for school envelopes in desert, semi-arid, and mediterranean climates of Iran
inferred← citeshttps://doi.org/10.1016/j.buildenv.2024.111644openalex-snapshot
Thermal comfort in university classrooms in humid subtropical climate: Field study during all seasons
inferred← citeshttps://doi.org/10.1016/j.buildenv.2025.113843openalex-snapshot
An integrated approach to assess thermal mass and passive cooling: mapping cooling need and overheating risk under climate change scenarios
inferred← citeshttps://doi.org/10.1016/j.buildenv.2025.114194openalex-snapshot
Dynamic outdoor thermal comfort and activity adaptation in community parks: An AI-based metabolic modeling approach
inferred← citeshttps://doi.org/10.1016/j.cacint.2024.100185openalex-snapshot
Climate stressors and adaptation strategies using green stormwater infrastructure (GSI) systems in urban areas: Improving design and functionality
inferred← citeshttps://doi.org/10.1016/j.catena.2025.108881openalex-snapshot
Freeze-thaw characteristics of seasonal frozen soil in Asian mid-latitude deserts: A case study of typical deserts in northern China
inferred← citeshttps://doi.org/10.1016/j.catena.2025.109369openalex-snapshot
Enhanced spatiotemporal prediction of rainfall erosivity through flood season data integration
inferred← citeshttps://doi.org/10.1016/j.chemosphere.2018.11.173openalex-snapshot
Tropical oribatid mites in soil toxicity testing: Optimization of test protocol and the effect of two model chemicals (cadmium and dimethoate) on Muliercula inexpectata
inferred← citeshttps://doi.org/10.1016/j.clet.2024.100830openalex-snapshot
The potential effects of window configuration and interior layout on natural ventilation buildings: A comprehensive review
inferred← citeshttps://doi.org/10.1016/j.coldregions.2015.06.009openalex-snapshot
Effects of climate variability and change on snowpack hydrological processes in Finland
inferred← citeshttps://doi.org/10.1016/j.coldregions.2017.08.008openalex-snapshot
Long-term variability and trends in annual snowfall/total precipitation ratio in Finland and the role of atmospheric circulation patterns
inferred← citeshttps://doi.org/10.1016/j.compeleceng.2026.111490openalex-snapshot
Reliable ultra-short-term wind power forecasting via robust preprocessing, optimized deep learning, and bootstrap interval prediction
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2018.11.271openalex-snapshot
Chloride profile modeling contemplating the convection zone based on concrete structures present for more than 40 years in different marine aggressive zones
inferred← citeshttps://doi.org/10.1016/j.conbuildmat.2021.124727openalex-snapshot
General model for service life analysis of reinforced concrete structures subject to chloride penetration
inferred← citeshttps://doi.org/10.1016/j.csite.2026.107711openalex-snapshot
Thermal sensation responses to sudden temperature changes in severe cold regions: A cross-sectional and longitudinal field study
inferred← citeshttps://doi.org/10.1016/j.dib.2023.109679openalex-snapshot
A harmonised dataset for modelling select underutilised crops Across EU
inferred← citeshttps://doi.org/10.1016/j.earscirev.2024.104889openalex-snapshot
Mechanisms of inertinite enrichment in Jurassic coals: Insights from a Big Data-driven review
inferred← citeshttps://doi.org/10.1016/j.ecmx.2025.101205openalex-snapshot
Comparative modeling and performance analysis of earth-air heat exchangers in hot-arid and cold-continental climates: A case study of Baghdad and Gothenburg
inferred← citeshttps://doi.org/10.1016/j.ecofro.2024.10.011openalex-snapshot
Impacts of hydroelectric stations on vegetation phenology in the Lancang River Basin
inferred← citeshttps://doi.org/10.1016/j.ecolind.2018.08.027openalex-snapshot
Applicability of butterfly transect counts to estimate species richness in different parts of the palaearctic region
inferred← citeshttps://doi.org/10.1016/j.ecolind.2024.111912openalex-snapshot
Variable drivers trigger future change in water yield capacity of terrestrial ecosystems in Africa: An intensification of reduction and unevenness
inferred← citeshttps://doi.org/10.1016/j.ecolind.2024.112056openalex-snapshot
Robust drivers of urban land surface temperature dynamics across diverse landscape characters: An augmented systematic literature review
inferred← citeshttps://doi.org/10.1016/j.ecolind.2025.114100openalex-snapshot
Hydro-salinity dynamics in a semi-arid agricultural plain: implications for sustainable land management
inferred← citeshttps://doi.org/10.1016/j.egypro.2017.07.415openalex-snapshot
Empirical estimation of the climatic representativeness in two different areas: desert and Mediterranean climates
inferred← citeshttps://doi.org/10.1016/j.egyr.2022.11.208openalex-snapshot
Trends and gaps in photovoltaic power forecasting with machine learning
inferred← citeshttps://doi.org/10.1016/j.ejrh.2024.101661openalex-snapshot
How will drought evolve in global arid zones under different future emission scenarios?
inferred← citeshttps://doi.org/10.1016/j.enbuild.2014.11.041openalex-snapshot
A proposed method based on approximation and interpolation for determining climatic zones and its effect on energy demand and CO2 emissions from buildings
inferred← citeshttps://doi.org/10.1016/j.enbuild.2015.04.022openalex-snapshot
Comparative study by an expert panel of documents recognized for energy efficiency certification of buildings in Spain
inferred← citeshttps://doi.org/10.1016/j.enbuild.2017.05.047openalex-snapshot
The impact of climate change on building heat demand in different climate types
inferred← citeshttps://doi.org/10.1016/j.enbuild.2020.110377openalex-snapshot
Tunable infrared transmission for energy-efficient pneumatic building façades
inferred← citeshttps://doi.org/10.1016/j.enbuild.2020.110517openalex-snapshot
The employment of an earth-to-air heat exchanger as pre-treating unit of an air conditioning system for energy saving: A comparison among different worldwide climatic zones
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111187openalex-snapshot
New passive solar panels for Russian cold winter conditions
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111351openalex-snapshot
Construction of linear temperature model using non-dimensional heat exchange ratio: Towards fast prediction of indoor temperature and heating, ventilation and air conditioning systems control
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111407openalex-snapshot
Trombe wall thermal performance: Data mining techniques for indoor temperatures and heat flux forecasting
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111501openalex-snapshot
Influence of the moisture driving force of moisture adsorption and desorption on indoor hygrothermal environment and building thermal load
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111652openalex-snapshot
Optimizing photovoltaic electric generation and roof insulation in existing residential buildings
inferred← citeshttps://doi.org/10.1016/j.enbuild.2021.111688openalex-snapshot
Scaled outdoor experimental analysis of ventilation and interunit dispersion with wind and buoyancy effects in street canyons
inferred← citeshttps://doi.org/10.1016/j.enbuild.2022.111921openalex-snapshot
Comprehensive assessment of operational performance of coupled natural ventilation and thermally active building system via an extensive sensor network
inferred← citeshttps://doi.org/10.1016/j.enbuild.2022.112095openalex-snapshot
Fifty shades of grey: Automated stochastic model identification of building heat dynamics
inferred← citeshttps://doi.org/10.1016/j.enbuild.2022.112264openalex-snapshot
Nature-based solution of greenery configuration design by comprehensive benefit evaluation of microclimate environment and carbon sequestration
inferred← citeshttps://doi.org/10.1016/j.enbuild.2022.112331openalex-snapshot
Understanding building energy efficiency with administrative and emerging urban big data by deep learning in Glasgow
inferred← citeshttps://doi.org/10.1016/j.enbuild.2023.112919openalex-snapshot
Effects of double glazing, black wall, black carpeted floor and insulation on thermal performance of solar-glazed balconies
inferred← citeshttps://doi.org/10.1016/j.enbuild.2023.113747openalex-snapshot
Investigation of heating energy performance gap (EPG) in design and operation stages of residential buildings
inferred← citeshttps://doi.org/10.1016/j.enbuild.2023.113815openalex-snapshot
Improving the urban wind flow prediction efficiency of target area by considering its surrounding buildings impact
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