Augmenting climate impact and hazard models

A computer system for augmenting a plurality of climate impact and hazard models, the system comprising:

• one or more computer processors;
• at least one computer-readable storage medium, and program instructions stored on the at least on computer readable storage medium, the computer system further comprising:
• a modelling unit configured with program instructions to modify the plurality of climate impact and hazard models based on a user-specified requirement and at least one intelligent workflow of intelligent workflows, wherein modifying the plurality of climate impact and hazard models comprises at least one selected from a group consisting of:
• onboarding, managing, and scaling each of the plurality of climate impact and hazard models based on the user-specified requirement and the at least one intelligent workflow and
• wherein a framework for the intelligent workflows comprises a plurality of framework components and wherein the plurality of framework components includes an API (application programming interface), a workflow specification layer, data and model ontology, workflow orchestration layer, model validation layer, data storage and interchange layer, workflow run and data sources and
• wherein the intelligent workflows is a sequence of processes for augmentation of the plurality climate impact and hazard models and the intelligent workflows can be configured to adapt to the plurality climate impact and hazard models and type of modification that is to be performed;
• a model analysis unit configured with program instructions to identify, for each of the modified plurality of climate impact and hazard models, at least one model parameter associated with a respective modified climate impact and hazard model, by processing the respective modified climate impact and hazard model with a model enhancing machine learning model;
• an operation identification unit configured with program instructions to determine, for each of the modified plurality of climate impact and hazard models, at least one operation based on the user-specified requirement, the at least one intelligent workflow, and the at least one model parameter corresponding to the respective modified climate impact and hazard model;
• and
• a model adaptation unit configured with program instructions to execute, for each of the modified plurality of climate impact and hazard models, the at least one operation corresponding to the respective modified climate impact and hazard model, based on the at least one intelligent workflow.