ALBERT

Beschreibung: Julia code to calculate recurrence plots of the Rössler system: - calculated from the original continuous data (regular recurrence plot) and - from the events series representing the maxima of the x-component (edit distance recurrence plot).

Beschreibung: Dataset containing all greenhouse gas emissions data submitted by countries under climate change convention (including CRF data) as published by the UNFCCC secretariat at 2022-12-13.

Beschreibung: PRIMAP2 is the next generation of the PRIMAP climate policy analysis suite.

Beschreibung: Scripts to reproduce the figures in Marwan & Kraemer "Trends in recurrence analysis of dynamical system", The European Physical Journal ST, 2022

Beschreibung: This repository contains the relevant information to reproduce the results of the paper "Towards dynamical stability analysis of sustainable power grids using Graph Neural Networks" published at Tackling Climate Change with Machine Learning: workshop at NeurIPS 2022.

Beschreibung: The atmospheric concentration of CO2 at which global glaciation (snowball) bifurcation occurs, changes throughout Earth's history, most notably because of the slowly increasing solar luminosity. Quantifying this critical CO2 concentration is not only interesting from a climate dynamics perspective, but also an important prerequisite for understanding past Snowball Earth episodes as well as the conditions for habitability on Earth and other planets. Here we use the coupled climate model CLIMBER-3α in an Aquaplanet configuration to scan for the Snowball bifurcation point for time slices spanning the last 4 billion years, thus quantifying the time evolution of the bifurcation and identifying a qualitative shift in critical state dynamics.

Beschreibung: Downscaling and bias adjustment have been conducted by the BASD software. For a comprehensive description of version 1.0 of the methods see Lange (2019, doi:10.5194/gmd-12-3055-2019). - The reference article: Fallah, B., Russo, E., Menz, C. et al. Anthropogenic influence on extreme temperature and precipitation in Central Asia. Sci Rep 13, 6854 (2023). https://doi.org/10.1038/s41598-023-33921-6

Beschreibung: Parameter table for the corrigendum of the paper "All options, not silver bullets, needed to limit global warming to 1.5 °C: a scenario appraisal" by Warszawski et al. (2021) published in Environmental Research Letters. The 50 emissions scenarios considered for analysis in this paper, including the numerical value for the 8 parameters (5 levers and 3 milestones) used in this analysis. For the individual levers, cells shaded blue stay within the high upper bounds, and cells shaded green stay within the medium upper bounds. Scenarios that stay within all high upper bounds, i.e. the filtered ensemble, are shaded blue. The SR1.5 scenarios P1-P4 are flagged on the left of the table. The P4, Shell and IEA scenarios appear at the end of the table.

Beschreibung: Data and Julia code for reproducing figures of Marwan et al, Chaos, 2023

Beschreibung: V2.0.1: a correction was made to disaggregation of GDP, as the code incorrectly used 50:50 ratio of labour to capital instead of 60:40 ratio as in the methodology. The output GDP and uncertainty files were recomputed.

Beschreibung: This dataset provides all output data generated in the standard settings of HANZE v2.0 model. The 100-m pan-European maps (GeoTIFF) provide gridded totals of five variables for years 1870-2020 for 42 countries.

Beschreibung: Beaufils, T.; Berthet, E.; Ward, H.; & Wenz, L. (2023). Assessing different European Carbon Border Adjustment implementations and their impacts on trade partners. Nature Communications Earth & Environment. - Supporting code and data

Beschreibung: This repository contains the data used to produce all figures in Beringer et al. "CO2 fertilization effect may balance climate change impacts on oil palm cultivation".

Beschreibung: This dataset provides all input data needed to run HANZE v2.0 model. The two ZIP files need to be downloaded and unpacked in the same directory, which has to be defined in "get_file.py" (variable "main_path" at the beginning of the file). For detailed description of the files, see the documentation provided with the code.

Beschreibung: This dataset provides average national-level current gross replacement costs of the stock of residential assets (buildings and household contents) per m2 of useful floor space. The dataset includes annual time series (2000–2020) for 33 European countries, in nominal and real prices. It is intended for application in microscale disaster models by enabling approximation of the monetary value of individual buildings exposed to hazards, especially floods, for which damage functions often distinguish between vulnerability of the building structure and contents inside.

Beschreibung: We provide three scripts for MATLAB and Octave to extract grey values from scanned images (extract_greyvalues.m), to concatenate grey value tracks (combine_tracks.m), and for interpolation and uncertainty estimation of the grey value record chronology_with_uncert.m. Use for Octave was tested with version 6.2.0 and for MATLAB with version 2023.

Beschreibung: Data for the publication 'Fire may prevent future Amazon forest recovery after large-scale deforestation' in Communication Earth and Environment by Drüke et al. 2023

Beschreibung: These are the jupyter notebooks, which are used to create the figures for the paper: Interpolation and sampling effects on recurrence quantification measures

Beschreibung: This repository contains code and data for the reproduction of analysis from: Collins-Sowah, Peron A., Adjin, Kougblenou C., Henning, Christian H.C.A. and Kanu, Edmond A. (2023)

Beschreibung: All relevant model outputs to reproduce main analyses and figures in Sakschewski et al. 2021: Variable tree rooting strategies are key to model distribution, productivity and evapotranspiration of tropical evergreen forests, Biogeosciences; https://doi.org/10.5194/bg-2020-97

Beschreibung: Model code of LPJmL4.0-VR as used in Sakschewski et al. 2021: Variable tree rooting strategies are key to model distribution, productivity and evapotranspiration of tropical evergreen forests, Biogeosciences; https://doi.org/10.5194/bg-2020-97

Beschreibung: Source code of LPJmL version 4 (Schaphoff et al. 2018a,b) and version 5 (von Bloh et al. 2018, Lutz et al. 2019, Herzfeld et al. 2021) as used to generate input data for MAgPIE (Dietrich et al. 2019), making use of the ISIMIP3b future climate scenarios (Lange and Büchner 2020) and the GGCMI Phase3 LPJmL setup (Jägermeyr et al. 2021).

Beschreibung: Archive of model outputs produced for the MAgPIE v4.3.5 paper 'Projected Landscape-scale Repercussions of Global Action for Climate and Biodiversity Protection'.

Beschreibung: This data archive contains model runs and data analysis files to the research article "Impact of declining renewable energy costs on electrification in low emission scenarios" by Gunnar Luderer, Silvia Madeddu, Leon Merfort, Falko Ueckerdt, Michaja Pehl, Robert Pietzcker, Marianna Rottoli, Felix Schreyer, Nico Bauer, Lavinia Baumstark, Christoph Bertram, Alois Dirnaichner, Florian Humpenöder, Antoine Levesque, Alexander Popp, Renato Rodrigues, Jessica Strefler, Elmar Kriegler

Beschreibung: This project contains a collection of scripts to derive basic input datasets for terrestrial ecosystem models from diverse and partially conflicting data sources. It has been developed with a focus on the open-source dynamic global vegetation, hydrology and crop growth model LPJmL (Lund-Potsdam-Jena with managed Land) and complements the LPJmL model code release. This specific code collection covers a sample application to produce sets of LPJmL inputs at 5 arc-minute and 30 arc-minute spatial resolution, as presented in the journal article: Ostberg, S., Müller, C., Heinke, J., and Schaphoff, S.: LandInG 1.0: A toolbox to derive input datasets for terrestrial ecosystem modelling at variable resolutions from heterogeneous sources, submitted to Geosci. Model Dev.

Beschreibung: MAgPIE data for reproducibility of baseline and COP26 scenario Emission savings through the COP26’s declaration of deforestation could come at the expense of non-forest land conversion.

Beschreibung: Starting and plotting scripts to replicate Figures and runs for the Climate change-driven global land-use system adaptation under CMIP6-based crop model projections. Updated Version that includes color-blind friendly palettes and additional scripts compared to Version 1.

Beschreibung: This repository contains modelling results of a study conducted with the opensource Integrated Assessment Modelling (IAM) framework REMIND-MAgPIE (REMIND 3.2.0 and MAgPIE 4.6.7)

Beschreibung: Each folder contains the fulldata.gdx and the configuration files for each MAgPIE run based on the nine crop impact models and 5 gcms used in the paper.

Beschreibung: This data archive contains model runs and data analysis files to the research article "Bioenergy-induced land-use change emissions with sectorally fragmented policies" by Leon Merfort, Nico Bauer, Florian Humpenöder, David Klein, Jessica Strefler, Alexander Popp, Gunnar Luderer, Elmar Kriegler; published in Nature Climate Change (2023).

Beschreibung: Model output data from POEM, used for the analysis and creation of figures in the publication Richardson et al. 2023, Science Advances

Beschreibung: These MAgPIE input data sets include harmonized crop yield projections from several crop models (9 crop models and 5 climate models). Additionally, regional, validation, and calibration data sets are also reported.

Beschreibung: Input data for the scripts that replicate the results of Krichene et al. 2023

Beschreibung: Code to replicate the results (including data preprocessing, regressions and plots) of Krichene et al. 2023

Beschreibung: The new climate dataset, BASD-CMIP6-PE, for Peru and Ecuador is based on bias-adjusted and statistically downscaled CMIP6 climate projections from 10 GCMs. It addresses the need for reliable high-resolution (1d, 10km) climate data covering Peru and Ecuador. This dataset includes historical simulations (1850-2014) and future projections (2015-2100) for precipitation and minimum, mean, and maximum temperature under three Shared Socioeconomic Pathways (SSPs:SSP1-2.6, SSP3-7.0, and SSP5-8.5). The BASD-CMIP6-PE climate data were generated using the trend-preserving Bias Adjustment and Statistical Downscaling (BASD) method (Lange, 2019, 2021) and data from regional observational datasets such as RAIN4PE (Fernandez-Palomino et al., 2021a,b) for precipitation and PISCO-temperature (Huerta et al., 2018) for temperatures as reference data. The reliability of the BASD-CMIP6-PE was evaluated using observational data and through hydrological modeling across Peruvian and Ecuadorian river basins in the historical period. The evaluation demonstrated the dataset’s reliability in describing spatial patterns of atmospheric variables and streamflow simulation, including mean, low, and high flows. This suggests the usefulness of the new dataset for assessing regional climate change impacts on agriculture, water resources, and hydrological extremes. The BASD-CMIP6-PE data are available for the domain covering Peru and Ecuador, located between 19°S and 2°N and 82°W to 67°W, with a spatial resolution of 0.1° and a daily temporal resolution. The unit for precipitation is millimeters (mm), and for temperature, it is degrees Celsius (°C). The BASD-CMIP6-PE dataset is organized within a "daily" folder, denoting its availability at a 1 daily temporal resolution. Within this directory, four subfolders are present: "historical" containing historical data, "ssp126" for SSP1-2.6, "ssp370" for SSP3-7.0, and "ssp585" for SSP5-8.5. Each of these subfolders further includes ten distinct folders, corresponding to different GCMs: CanESM5, IPSL–CM6A–LR, UKESM1–0–LL, CNRM–CM6–1, CNRM–ESM2–1, MIROC6, GFDL–ESM4, MRI–ESM2–0, MPI–ESM1–2–HR, and EC–Earth3. These folders store the data in the NetCDF format arranged by model, model member, experiment, variable, temporal resolution, and subset period, resulting in file names like "canesm5_r1i1p1f1_ssp126_pr_daily_2015_2020.nc". For a detailed description of the BASD-CMIP6-PE development and evaluation, readers are advised to read Fernandez-Palomino et al. (2023), for which this dataset is supplementary material.

Beschreibung: The zipped file of this repository contains code and auxiliary data to reproduce the results of the publication: Wenz et al, "DOSE - Global data set of reported sub-national economic output"

Beschreibung: Set of R scrpts for data processing

Beschreibung: Model Code and Scripts for the publication 'Fire may prevent future Amazon forest recovery after large-scale deforestation' in Communication Earth and Environment by Drüke et al. 2023.

Beschreibung: This data set includes the raw data for the figures of the article "Economic losses from hurricanes cannot be nationally offset under unabated warming".

Beschreibung: Data related to the publication "A food system transformation can enhance global health, environmental conditions and social inclusion".

Beschreibung: This data archive contains the code for the corresponding paper as well as the processed data and results.

Beschreibung: Data collection for the study "Human displacements from Tropical Cyclone Idai attributable to climate change"

Beschreibung: Data for the publication "Water variability dictates critical precipitation for the Amazon forest based on LPJmL model" by Nian et al.

Beschreibung: This repository contains the source code, scripts, and data used in the "Ambient Forcing: Sampling Local Perturbations in Constrained Phase Spaces" Paper.

Beschreibung: This repository provides data and code to reproduce the results of the publication "R. Middelanis, S. N. Willner, K. Kuhla, L. Quante, C. Otto, and A. Levermann (2023). Stressed economies respond more strongly to climate extremes. Environmental Research Letters."

Beschreibung: Results dataset for research paper Ultra-long-duration energy storage anywhere: methanol with carbon cycling. The code is also available on GitHub. Results include both the raw PyPSA NetCDF networks as well as summary files for each run. The main runs from the paper are in the directory "final-main". Runs for the other countries (Ireland, France, Sweden) are in "final-IEFRSE". Runs without wind power are in "final-nowind".

Beschreibung: The atmosphere model of the Geophysical Fluid Dynamics Laboratory (GFDL-AM2) is coupled to a slab ocean in order to analyse the monsoon's sensitivity to changes in various forcing parameters on a planet with idealized topography. This monsoon planet design of a water planet with a zonal circumglobal land stripe allows to extract the relevant monsoon behaviour and reduces the influence of topography. Besides the width and location of the land stripe, the atmospheric CO2 concentration, incoming solar radiation, sulfate aerosol concentration and surface albedo are variied. Horizontal grid resolution is 2° latitude x 2.5° longitude. For the vertical grid, a hybrid coordinate grid with 24 vertical levels is implemented. The lowest model level starts about 30 m above the surface and the top level is at about 3 hPa. The vertical resolution is decreasing towards higher altitudes. Advective and physics time steps are 10 minutes and 0.5 hours, for atmopsheric radiation 3 hours time steps are used. Instead of an ocean general circulation model, a mixed-layer slab ocean is used.

Beschreibung: Dataset of recurrence plot bibliography. Scripts to retrieve additional data (paper citations and authors' affiliations) and to perform some statistical bibliometric and bibliographic analysis of the recurrence plot bibliography. Scripts are forPython and MATLAB.

Beschreibung: Data to reproduce the analysis of the Hourly Coastal water levels with Counterfactual (HCC) dataset, presented in the publication "Reconstruction of hourly coastal water levels and counterfactuals without sea level rise for impact attribution" published in Earth System Science Data (ESSD).

Beschreibung: MATLAB scripts and functions used to create spatial recurrence plots to study circular structures in higherdimensional data fields, and to reproduce the figures of M. Riedl, N. Marwan, J. Kurths: Extended generalized recurrence plot quantification of complex circular patterns, European Physical Journal B, 90(58), 1–9 (2017). DOI:10.1140/epjb/e2017-70560-7

Beschreibung: This Zenodo archive contains essential input datasets utilized in our research study titled "Reconstruction of hourly coastal water levels and counterfactuals without sea level rise for impact attribution". This archive contains only input data. The Hourly Coastal water levels with Counterfactual (HCC) dataset is published in the ISIMIP repository.

Beschreibung: Source code to produce the data, analysis and figures for the paper "Reconstruction of hourly coastal water levels and counterfactuals without sea level rise for impact attribution" which is published in Earth System Science Data (ESSD)