Those are the most relevant deliverables for users from the Sense4Fire project:

  • DBv0.2 - Experimental Database Version 02 (31st October 2023)
    • Datasets from the TUD-S4F, GFA-S4F and KNMI-S5p approaches for Amazon/Cerrado, southern Africa, Siberian study regions and southern Europe.
    • Database description
  • ATBDv3 - Algorithm Theoretical Baseline Document Version 3 (3rd May 2024)
    • Updates of the approaches since ATBDv2.1,
    • Setup of the approaches for all study regions and feasibility for near-real time application
  • PVRv3 - Product Validation Report Version 3
    • Validation of GFA-S4F and TUD-S4F for all study regions
    • Comparison of both appoaches against Sentinel-5p
  • ATBDv2.1 - Algorithm Theoretical Baseline Document Version 2.1 (5th May 2023)
    • Description of the study regions.
    • Detailed description of the GFA-S4F, TUD-S4F and KNMI-S5p approaches and the used input data.
  • PVRv2.1 - Product Validation Report Version 2.1 (7th May 2023)
    • Validation of the GFA-S4F fire type classification and burned area estimate
    • Calibration and validation results for TUD-S4F for canopy height, biomass, live-fuel moisture content, fuel loads, fuel consumption, emission factors
    • Validation of GFA-S4F against TROPOMI

The following table provides an overview about all deliverables of the Sense4Fire project. Only the deliverables that best describe the final approaches and datasets developed in Sense4Fire are available on this website and are highlighted in yellow. Other deliverables are not published here in order to not confuse users with different stages of method and data development that do not reflect the final products. However, please contact Matthias Forkel directly by e-mail if you are interested in those deliverables. 

Table: List of deliverables produced in Sense4Fire

Deliverable and version

Description

Date of the final revised version

Access

D1.1 Requirement Baseline Review Document version 1.1 (RBRv1.1)

Review, assessment and analysis of the main scientific challenges, knowledge gaps and scientific problems to be addressed in the Sense4Fire

06.12.2021

on request

D2.1 Database for project partners

Internal database of input datasets accessible on-line to the project team, located at network drives at TUD

07.11.2021

only internal

D2.2 Database Description version (DBDv1)

Overview and technical specifications about input and validation datasets to be used in the project

07.11.2021

only internal

D3.1 Algorithm Theoretical Baseline Document version 1 (ATBDv1.1)

(superseded by ATBDv2.1)

11.11.2022

on request

D3.2 Product Validation Report version 1 (PVRv1.1)

(superseded by PVRv2.1)

11.11.2022

on request

D3.3 Algorithm Theoretical Baseline Document version 2 (ATBDv2.1)

Description of methods  to develop and generate novel and advanced geo-information products on fuel conditions, fire behaviour and fire emission estimates

05.05.2023

ATBDv2.1

D3.4 Product Validation Report version 2 (PVRv2.1)

Description of the strategy and results for product calibration and validation for methods and products

07.05.2023

PVRv2.1

D9.1 Algorithm Theoretical Baseline Document version 3 (ATBDv3)

Update of ATBDv2.1 with description of setups and experiments for all study regions as presented in PVRv3.

03.05.2024

ATBDv3

D9.2 Product Validation Report version 3 (PVRv3)

Update of PVRv2.1 with results for all approaches and all study regions

03.05.2024

PVRv3

D4.1 Experimental Database version 1 (DBv1)

D4.2 Experimental Database Description version 1 (DBDv1)

Products for the Amazon, southern Africa, and Siberian study regions from GFA-S4F, TUD-S4F v01, and KNMI-S5p

https://sense4fire.eu/database/

TUD-S4F v01 was superseded by TUD-S4F v02 published in DBv2

May 2023

DBv01

D4.3 Experimental Database version 2 (DBv2)

D4.4 Experimental Database Description version 2 (DBDv2)

Revised products for the Amazon, southern Africa, Siberian study, and southern Europe regions from GFA-S4F, TUD-S4F v02, and KNMI-S5p

https://sense4fire.eu/database/Database description

October 2023

DBv02

D5.1 Impact Assessment Report version 1 (IARv1)

D5.2 Impact Assessment Report version 2 (IARv2.1)

Overview about significant scientific contributions to the main science gaps and major scientific challenges of the project. IARv1 was a preliminary version and was superseded by IARv2.

30.10.2023

IARv2.1 revised 18.03.2025

IARv2.1

D9.3 Experimental NRT Database (DBv3)

D9.4 Experimental NRT Database Description (DBDv3)

Datasets of fire emissions for the Amazon and Cerrado in 2024 as part of a near-real time demonstration of the methods

https://sense4fire.eu/database/2024_nrt/ 

Released and updated during September-November 2024

DB-NRT

D6.1 Scientific Roadmap

Recommendations for further scientific support activities, scientific agenda addressing the main scientific and observational gaps in potential improvement of fire emission estimates

31.01.2025

publication after acceptance by the agency

D7.1 Promotional graphic material

D7.2 Project Website

A project logo, website and presentation templates were made available after the second month of the project: https://sense4fire.eu

September 2021

 

D8.1 Final Report (FR)

Technical description of all the work done during the project, it includes an introduction of the context, a description of the program of work and report on the activities performed and the main results achieved by describing all deliverables. The FR is structured according to the work packages (WP1-9). 

31.01.2025

publication after acceptance by the agency

D8.2 Summary Report (SR)

Concise scientific summary of the key findings and all outputs of the project such as publications, datasets, and the scientific roadmap

31.01.2025

publication after acceptance by the agency

D3.5 Drafts for publication

D5.3 Scientific publications

Four publications were prepared or published.

 

Andela et al. 2022

Forkel et al. 2025

de Laat et al. 2024

de Laat et al. 2025