Biodiversity Around Me

A web widget that retrieves and displays species observed within an area, based on the GBIF data API or alternative other biodiversity data sources.

api biodiversity gbif geonature vuejs widget

Biosphere - Biodiversity Data Access and Management - Last synced: 26 Mar 2026 - Ranking: 5.8

Icebergs

Model large tabular icebergs submerged in the ocean known as Kinematic Iceberg Dynamics.

Cryosphere - Sea Ice - Last synced: 26 Mar 2026 - Ranking: 5.8

Awesome Grid Model Data

A curated collection of links to hourly or sub-hourly electricity demand data, designed to improve the accessibility and discoverability of datasets for energy system modelers and planners, while enhancing global open data coverage to support a sustainable energy transition.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 5.8

marine_debris_ML

Marine debris detection with commercial satellite imagery and deep learning.

Industrial Ecology - Circular Economy and Waste - Last synced: 26 Mar 2026 - Ranking: 5.8

STM32 Energy Monitoring

The following resources are a work in progress guide to using the STM32 platform for energy monitoring, being written as part of development work into the next generation of OpenEnergyMonitor hardware.

Energy Systems - Building Energy Monitoring - Last synced: 26 Mar 2026 - Ranking: 5.8

ConStrain

A data-driven knowledge-integrated framework that automatically verifies that building system controls function as intended.

bms building commissioning data hvac simulation verification

Consumption - Buildings and Heating - Last synced: 25 Mar 2026 - Ranking: 5.8

PyPRECIS

A learning tool to faciliate processing of regional climate model output.

applied-science climate-model-evaluation cordex iasas python3 regional-climate-model training-materials visualization

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.8

AquaSat

A data set to enable remote sensing of water quality for inland waters.

Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 5.8

spOccupancy

Fits single-species, multi-species, and integrated spatial occupancy models using Markov Chain Monte Carlo.

Biosphere - Species Distribution Modeling - Last synced: 26 Mar 2026 - Ranking: 5.8

OpenOlitor

Administration platform for Community Supported Agriculture and for direct selling farming projects based on a subscription model.

Consumption - Agriculture and Nutrition - Last synced: 25 Mar 2026 - Ranking: 5.8

GOLEM

A numerical simulator for modelling coupled Thermo-Hydro-Mechanical processes in faulted geothermal reservoirs.

geothermal-reservoirs golem moose-framework

Renewable Energy - Geothermal Energy - Last synced: 26 Mar 2026 - Ranking: 5.8

Electricity Planning Model

As power system planning is one of the key activities performed by energy ministries and utilities around the world, the ambition of this tool is to actively inform the operational work of the World Bank's staff and clients and to be an evolving and versatile decision-making tool.

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 5.8

MetObs-toolkit

Provides a comprehensive framework for scientists to process, quality control, and analyze raw meteorological data.

climate meteorology python toolkit

Atmosphere - Meteorological Observation and Forecast - Last synced: 26 Mar 2026 - Ranking: 5.8

REMix

The main focus is on the broad techno-economical assessment of possible future energy system designs and analysis of interactions between technologies.

Energy Systems - Energy System Modeling Frameworks - Last synced: 25 Mar 2026 - Ranking: 5.8

Ecological Forecasting & Dynamics Course

This is a course on how ecological systems change through time and how to forecast how they will change in the future.

ecology forecasting hugo-theme open-educational-resources

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.8

SuperflexPy

An open-source framework written in Python for constructing flexible, conceptual, distributed hydrological models.

conceptual-hydrological-models

Hydrosphere - Freshwater and Hydrology - Last synced: 26 Mar 2026 - Ranking: 5.8

EV-EcoSim

A grid-aware co-simulation platform for the design and optimization of EV Charging Infrastructure.

battery controls electric-vehicles energy-transition optimization powerflow solar

Consumption - Mobility and Transportation - Last synced: 26 Mar 2026 - Ranking: 5.8

CACTUS

A turbine performance simulation code, based on a free wake vortex method, to study wind turbines and marine hydrokinetic devices.

scr-1551

Renewable Energy - Hydro Energy - Last synced: 26 Mar 2026 - Ranking: 5.8

greenR

An R package that enables the quantification, analysis, and visualization of urban greenness within city networks.

cities ggplot2 greenness-exposure leaflet open-source openstreetmap r rstats shiny-r visualization

Biosphere - Plants and Vegetation - Last synced: 25 Mar 2026 - Ranking: 5.7

deepbiosphere

Open-source implementation for plant species distribution mapping using citizen science, remote sensing, and deep convolutional neural networks.

citizen-science convolutional-neural-networks deep-learning remote-sensing species-distribution-modeling

Biosphere - Species Distribution Modeling - Last synced: 26 Mar 2026 - Ranking: 5.7

ESDL

A modelling language created for the components in an energy system and their relations towards each other.

description-language dsl energy energy-information energy-transition energy-transition-calculation esdl interoperability language

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 5.7

NYC Environment and Health Data Portal

Shows how environments affect health in NYC, by publishing data and information that explain the connection.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Mar 2026 - Ranking: 5.7

Castor

A spatial, large-scale analytical model for simulating forest harvest and it's potential influence on other forest values (e.g., wildlife habitat).

caribou for forest-analysis forestry

Biosphere - Forest Observation and Management - Last synced: 25 Mar 2026 - Ranking: 5.7

GridWorks SpaceHeat SCADA

Intended for running a heat pump thermal storage space heating system in a house, and doing this transactively.

Consumption - Buildings and Heating - Last synced: 25 Mar 2026 - Ranking: 5.7

bifacialvf

Bifacial PV View Factor model for system performance calculation.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.7

NYISOToolkit

A collection of modules for accessing power system data, generating statistics, and creating visualizations from the New York Independent System Operator.

analysis clcpa clean-energy data datascience datasets decarbonization electricity energy kaggle kaggle-competition kaggle-dataset machine-learning ml newyork nyiso renewable-energy visualization

Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 5.7

ECHO

Contains Jupyter notebooks for processing the EPA's Environmenal Compliance History Online (ECHO) data from multiple EPA program in emissions, violations, inspections, and enforcement for the Clean Air Act, Clean Water Act, and Resouce Conservation and Recovery Act.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Mar 2026 - Ranking: 5.7

IUCNN

Environmental data and existing IUCN Red List assessments to predict the conservation status of 'Not Evaluated' species, for any taxon or geographic region of interest.

conservation conservation-prioritization deep-learning machine-learning tensorflow

Biosphere - Biodiversity Data Access and Management - Last synced: 26 Mar 2026 - Ranking: 5.7

s2spy

A high-level Python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting.

Climate Change - Climate Data Processing and Analysis - Last synced: 26 Mar 2026 - Ranking: 5.7

Global Renewables Watch

A comprehensive global temporal dataset of commercial solar photovoltaic (PV) farms and onshore wind turbines, derived from high-resolution satellite imagery analyzed quarterly from the fourth quarter of 2017 to the second quarter of 2024.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Mar 2026 - Ranking: 5.7

PVForecast

Forecasts to optimize electricity consumption for rooftop PV installations.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.7

wildRtrax

An R package for environmental sensor data management and analytics.

bioacoustics biodiversity-data r-package

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 26 Mar 2026 - Ranking: 5.7

SLIDE

SLIDE is a C++ code that simulates degradation of lithium ion cell.

battery digital-twin physical-modeling simulation

Energy Storage - Battery - Last synced: 26 Mar 2026 - Ranking: 5.7

LDCast

A precipitation nowcasting model based on a latent diffusion model.

Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 5.7

HYCOM

A three-dimensional depiction of the ocean state at fine resolution in real time, provision of boundary conditions for coastal and regional models, and provision of oceanic boundary conditions for a global coupled ocean-atmosphere prediction model.

earth-science ocean-modelling

Hydrosphere - Ocean Models - Last synced: 26 Mar 2026 - Ranking: 5.7

StatisticalClearSky

Statistical estimation of a clear sky signal from PV system power data.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.7

pyvortex

Equivalent Latitude and polar vortex edge calculation using Nash criteria.

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 26 Mar 2026 - Ranking: 5.7

tree-detection-framework

Provides a standardized interface for performing training, inference, and evaluation using existing tree detection models and algorithms.

Biosphere - Forest Remote Sensing - Last synced: 25 Mar 2026 - Ranking: 5.7

soils-revealed

Platform for direct visualization, analysis and reporting of soil organic carbon predictions and changes over time.

climate-change food-security soils soils-revealed water-quality

Natural Resources - Soil and Land - Last synced: 26 Mar 2026 - Ranking: 5.7

disaggregator

A set of tools for processing of spatial and temporal disaggregations of demands of electricity, heat and natural gas.

Energy Systems - Load and Demand Forecasting - Last synced: 26 Mar 2026 - Ranking: 5.7

2020_ICESat-2_Hackweek_Tutorials

Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere Hackweek.

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.7

Kausal Paths

A tool for predicting the future emissions of cities based on historical emission data and various climate actions.

Emissions - Emission Observation and Modeling - Last synced: 25 Mar 2026 - Ranking: 5.7

Living Planet Index

The diversity-weighted Living Planet Index: controlling for taxonomic bias in a global biodiversity indicator.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 26 Mar 2026 - Ranking: 5.7

World Glaciers Explorer

An interactive web application with which you can learn and teach about the world's glaciers.

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.7

Coastal Dynamics Open Codebook

Discusses the interrelation between physical wave, flow, and sediment transport phenomena and the resulting morphodynamics of a wide variety of coastal systems.

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.7

NRWAL

A library of offshore wind cost equations.

Renewable Energy - Wind Energy - Last synced: 25 Mar 2026 - Ranking: 5.7

carculator

Prospective environmental and economic life cycle assessment of vehicles made blazing fast.

Industrial Ecology - Life Cycle Assessment - Last synced: 26 Mar 2026 - Ranking: 5.7

Dragonfly for Grasshopper

Legacy dragonfly plugin for large-scale climate and urban heat island modeling.

Climate Change - Earth and Climate Modeling - Last synced: 26 Mar 2026 - Ranking: 5.6

universal-battery-database

The Universal Battery Database is an open source software for managing Lithium-ion cell data.

deep-learning lithium-ion lithium-ion-cells ml tensorflow universal-battery-database

Energy Storage - Battery - Last synced: 26 Mar 2026 - Ranking: 5.6

HYR-SENSE

Hyperspectral and Thermal Remote Sensing for Environmental Justice" program. Participants will gain hands-on experience with hyperspectral and thermal imaging remote sensing technology and its applications for environmental justice issues.

environmental-justice esil hyperspectral imaging-spectroscopy nasa python remote-sensing satellite spectroscopy thermal training

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.6

MSC AniMet

A simple tool enabling users to interact with MSC Open Data weather data and create custom weather animations for any area in the world.

animation canada data visualization weather wms

Atmosphere - Meteorological Observation and Forecast - Last synced: 26 Mar 2026 - Ranking: 5.6

biotrade

Analyses international trade of bio-based products with a focus on the agriculture and forestry sectors.

Consumption - Agriculture and Nutrition - Last synced: 26 Mar 2026 - Ranking: 5.6

TREC

Allows users to efficiently assess the climate risk for transit stations within the context of the access it provides to vital services and regions.

climate-change data-science transit-data

Climate Change - Natural Hazard and Storms - Last synced: 26 Mar 2026 - Ranking: 5.6

uslci-content

Supplementary content for the U.S. Life Cycle Inventory Database.

Industrial Ecology - Life Cycle Assessment - Last synced: 26 Mar 2026 - Ranking: 5.6

Lekan

Provide a software that assists the user doing hydrological and hydraulic studies for flood mapping and forecasting, hydraulic structure design, or other tasks linked to natural surface flow.

flooding hydraulic-modeling hydrology

Hydrosphere - Freshwater and Hydrology - Last synced: 25 Mar 2026 - Ranking: 5.6

Learn Brightway

The interactive learning and teaching documentation for the Brightway life-cycle assessment software package.

documentation lca life-cycle-assessment

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.6

Deadtrees.earth

An open database for accessing, contributing, analyzing, and visualizing remote sensing-based tree mortality data.

Biosphere - Forest Remote Sensing - Last synced: 26 Mar 2026 - Ranking: 5.6

Open Source EMEP MSC-W model

Designed to calculate air concentrations and deposition fields for major acidifying and eutrophying pollutants, photo-oxidants and particulate matter.

Natural Resources - Air Quality - Last synced: 26 Mar 2026 - Ranking: 5.6

Terraware Web

The web app provides seed inventory management capabilities - with two main areas of focus: the seed processing workflow and monitoring of a seed bank's physical infrastructure.

Biosphere - Deforestation and Reforestation - Last synced: 26 Mar 2026 - Ranking: 5.6

Sea ice drift

Sea ice drift from Sentinel-1 SAR imagery using open source feature tracking.

Cryosphere - Sea Ice - Last synced: 26 Mar 2026 - Ranking: 5.6

climpact

Calculate the ET-SCI climate extremes indices.

Climate Change - Climate Data Processing and Analysis - Last synced: 26 Mar 2026 - Ranking: 5.6

OpenDataBio

A system for storing and retrieving biological data - floristics, ecology and monitoring.

Biosphere - Biodiversity Data Access and Management - Last synced: 25 Mar 2026 - Ranking: 5.6

Long-term Trends in Groundwater Levels in B.C.

R scripts for an indicator on long-term trends in groundwater levels in British Columbia published on Environmental Reporting British Columbia.

data-science env r rstats soe

Natural Resources - Water Supply and Quality - Last synced: 26 Mar 2026 - Ranking: 5.6

SustainBench

Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning.

deep-learning machine-learning sdgs sustainability

Sustainable Development - Sustainable Development Goals - Last synced: 26 Mar 2026 - Ranking: 5.6

austraits

R package for accessing the AusTraits Plant database, an open-source, harmonized database of Australian plant trait data.

australia database plants traits

Biosphere - Plants and Vegetation - Last synced: 26 Mar 2026 - Ranking: 5.6

BioDT

Prototype Digital Twins to help protect and restore biodiversity.

Biosphere - Ecological and Environmental Modeling - Last synced: 26 Mar 2026 - Ranking: 5.6

Cover Crop Species Selector

Used to help farmers select a cover crop that fits their goals and constraints.

Consumption - Agriculture and Nutrition - Last synced: 25 Mar 2026 - Ranking: 5.6

open-ev-data

Open Dataset of Electric Vehicle specs.

Consumption - Mobility and Transportation - Last synced: 26 Mar 2026 - Ranking: 5.6

ROMS

A free-surface, terrain-following, primitive equations ocean model widely used by the scientific community for a diverse range of applications.

Hydrosphere - Ocean Models - Last synced: 26 Mar 2026 - Ranking: 5.6

stilt

An open source Lagrangian particle dispersion model which is widely used to simulate the transport of pollution and greenhouse gases through the atmosphere.

atmospheric-science climate-science r

Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 5.5

Soil Freeze-thaw Model

The soil freeze-thaw model simulates the transport of heat in soil using a one-dimensional vertical column.

Natural Resources - Soil and Land - Last synced: 26 Mar 2026 - Ranking: 5.5

deep-smoke-machine

Deep learning models and dataset for recognizing industrial smoke emissions.

air-quality citizen-science computer-vision deep-learning machine-learning neural-network python pytorch smoke smoke-recognition

Emissions - Emission Observation and Modeling - Last synced: 25 Mar 2026 - Ranking: 5.5

MethaneMapper

A fast and accurate deep learning based solution for methane detection from airborne hyperspectral imagery.

Emissions - Emission Observation and Modeling - Last synced: 26 Mar 2026 - Ranking: 5.5

odp_sdk

Download queried ocean data easily and efficiently into data frames, for easy exploring and further processing in your data science project.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 26 Mar 2026 - Ranking: 5.5

Tilda

Provides access to bicycle infrastructure data from OpenStreetMap for administrative staff.

openstreetmap osm radinfrastruktur radverkehr verkehrswende

Consumption - Mobility and Transportation - Last synced: 25 Mar 2026 - Ranking: 5.5

knfi

An R package was developed to efficiently manage and analyze large-scale National Forest Inventory (NFI) data in South Korea, streamlining the process of monitoring forest ecosystem changes using extensive nationwide survey data.

data-analysis-r forestry r

Biosphere - Forest Observation and Management - Last synced: 25 Mar 2026 - Ranking: 5.5

Open Climate Knowledge

An open research project for data mining Open Access papers related to Climate Change.

Sustainable Development - Knowledge Platforms - Last synced: 25 Mar 2026 - Ranking: 5.5

CPRG

GHG Inventory using Climate Pollution Reduction Grant framework and funding.

emissions emissions-inventory ghg-emissions quarto rstats

Emissions - Carbon Intensity and Accounting - Last synced: 26 Mar 2026 - Ranking: 5.5

solaR

Allows for reproducible research both for photovoltaics systems performance and solar radiation.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.5

Decision Analysis and Forecasting for Agricultural Development

Provides an overview of methods we can use to study agricultural development decisions and generate forecasts of decision outcomes.

agriculture agriculture-research agroecology bayesian-inference bayesian-statistics decision-analysis decision-theory

Sustainable Development - Education - Last synced: 26 Mar 2026 - Ranking: 5.5

PSP-UFU

Open-Source Software with advanced GUI features and CAD tools for electrical power system studies.

computer-aided-design educational-software free-and-open-source-software free-libre-open-source-software graphical-user-interface harmonics induction-motors industry-aplication open-source-project power-flow power-system-simulation psp-ufu research short-circuit stability synchronous-machine user-defined-control

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 5.5

gbif.range

An R package to generate species range maps based on ecoregions and a user-friendly GBIF wrapper.

accepted-names ecoregions environmental-classification filtering flags gbif-api hard-limit iucn-red-list large-scale macroecology r-package range-maps species-distribution species-observations synonyms taxonomy

Biosphere - Biodiversity Data Access and Management - Last synced: 26 Mar 2026 - Ranking: 5.5

Spruce

Enrichment pipeline for CUR / FOCUS reports which adds energy and carbon data allowing to report and reduce the impact of the your cloud usage.

apache-spark aws carbon-emissions climate cloud greenops greensoftware open-source sustainability

Consumption - Computation and Communication - Last synced: 26 Mar 2026 - Ranking: 5.5

PV4GER

Aims at democratizing and accelerating the access to photovoltaic systems data in Germany and beyond.

ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.5

green-ai

The Green AI Standard aims to develop a standard and raise awareness for best environmental practices in AI research and development.

Consumption - Computation and Communication - Last synced: 26 Mar 2026 - Ranking: 5.5

ENMTML

An R package for an integrated construction of Ecological Niche Models.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 26 Mar 2026 - Ranking: 5.5

pvcaptest

Collection of functions and Jupyter Notebooks to partially automate running a capacity test following ASTM E2848.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.5

FishGlob_data

An integrated database of fish biodiversity sampled with scientific bottom trawl survey.

Biosphere - Marine Life and Fishery - Last synced: 26 Mar 2026 - Ranking: 5.5

solXpect

Android app to forecast the output of your photovoltaic system (PV) or balcony pv using data from Open-Meteo.com.

android balkonpv forecasting photovoltaic photovoltaics powerplant renewable-energy solar-energy sustainability

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Mar 2026 - Ranking: 5.5

Smart Data Models

This Models describe the main entities involved with smart applications that deal with environmental issues.

Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Mar 2026 - Ranking: 5.5

OpenTrees.org

A data visualisation of millions of publicly maintained trees around the world.

Biosphere - Forest Observation and Management - Last synced: 26 Mar 2026 - Ranking: 5.5

ChargyDesktopApp

Chargy is a transparency software for secure and transparent e-mobility charging processes, as defined by the German 'Eichrecht'.

chargy e-mobility eichrecht electron evroaming evroamingdeluxe premiumeichrecht smartmetering transparency

Consumption - Mobility and Transportation - Last synced: 26 Mar 2026 - Ranking: 5.5

GElectrical

A free and opensource electrical system analysis software for LV/MV electrical distribution networks.

coordination-study electrical electrical-engineering electrical-grid electrical-network-analysis electrical-networks electrical-rules-check electrical-schematics electrical-system electrical-systems pandapower powerflow short-circuit-analysis voltage-drop-analysis

Energy Systems - Grid Analysis and Planning - Last synced: 26 Mar 2026 - Ranking: 5.5

S4A

A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning.

crop-classification deep-learning segmentation sentinel-2

Consumption - Agriculture and Nutrition - Last synced: 26 Mar 2026 - Ranking: 5.4

Open Energy View

The goal of this project is to analyze and present resource consumption data to users empowering them to conserve and save money.

climate-change electricity electricity-consumption electricity-consumption-analysis electricity-consumption-forecasting electricity-meter energy energy-consumption energy-data energy-monitor home-automation iot

Energy Systems - Building Energy Monitoring - Last synced: 26 Mar 2026 - Ranking: 5.4

cosore

Data, metadata, and software tools for the COSORE database of continuous soil respiration measurements.

carbon-cycle earth-sciences science soil-respiration

Natural Resources - Soil and Land - Last synced: 25 Mar 2026 - Ranking: 5.4

RBIEN

Tools for accessing the Botanical Information and Ecology Network database.

bien biodiversity botanical ecology open-science phylogeny plant r range-maps traits

Biosphere - Plants and Vegetation - Last synced: 26 Mar 2026 - Ranking: 5.4

PyPSA-SPICE

PyPSA-based Scenario Planning and Integrated Capacity Expansion Model Builder.

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Mar 2026 - Ranking: 5.4

PyBox

A Python based box-model generator and simulator designed for atmospheric chemistry and aerosol studies.

atmospheric-science chemistry fortran numba

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 26 Mar 2026 - Ranking: 5.4