the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
TanSat-2: a new satellite for mapping solar-induced chlorophyll fluorescence at both red and far-red bands with high spatio-temporal resolution
Abstract. Global observations of solar-induced chlorophyll fluorescence (SIF) serve as a robust proxy for monitoring vegetation photosynthetic activity and elucidating the terrestrial carbon cycle. To date, several atmospheric remote sensing satellites have been deployed to generate global SIF products. However, accurate mapping of dual-band (red and far-red) SIF with daily temporal resolution and kilometer-level spatial resolution remains a critical gap, despite its significance for various applications. The Chinese next-generation greenhouse gas monitoring satellite, TanSat-2, is set to succeed the original TanSat satellite, aiming to record the fraction of greenhouse gases, pollutants, and SIF measurements from space. According to current schedules, TanSat-2 is slated for launch in 2026. This satellite will feature a wide swath of 2900 km, high spatial resolution of 2 km at an orbit altitude of 7000 km, and near-daily global coverage. TanSat-2 is equipped with two spectral channels—747–777 nm and 672–702 nm—operating at a spectral resolution of 0.12 nm, thereby offering significant potential for mapping SIF in both the red and far-red bands. In this study, we explore the prospective capabilities of TanSat-2 for SIF retrieval through simulation experiments. First, we simulated the satellite's radiative transfer processes using the Moderate Resolution Atmospheric Transmission 5 (MODTRAN 5) and Soil Canopy Observation of Photosynthesis and Energy (SCOPE) models. An end-to-end orbit simulation dataset for TanSat-2 was generated by aggregating global bottom-of-atmosphere (BOA) reflectance, meteorological datasets, and the global OCO-2 SIF dataset (GOSIF). We then assessed the theoretical accuracy of TanSat-2 based on this spectral simulation dataset, yielding root mean square error (RMSE) values of 0.24 and 0.19 mW m⁻² sr⁻¹ nm⁻¹ for SIF retrievals at 740 nm and 685 nm, respectively. Finally, we examined the global prospects of TanSat-2 SIF retrievals using the end-to-end orbit simulations. Comparisons between the anticipated TanSat-2 SIF retrievals and GOSIF inputs revealed excellent correlation at both bands, with R² values of 0.88 and 0.61, and RMSE values of 0.082 and 0.061 mW m⁻² sr⁻¹ nm⁻¹, respectively. Thus, TanSat-2 is poised to provide a valuable data resource for reliable SIF retrievals in the red and far-red bands, characterized by high spatio-temporal resolution on a global scale.
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Status: final response (author comments only)
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RC1: 'Comment on egusphere-2024-3118', Henry Buijs, 10 Mar 2025
The comment was uploaded in the form of a supplement: https://egusphere.copernicus.org/preprints/2024/egusphere-2024-3118/egusphere-2024-3118-RC1-supplement.pdf
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RC2: 'Comment on egusphere-2024-3118', Anonymous Referee #2, 20 Mar 2025
This study presents an evaluation of the TanSat-2 satellite's capabilities for dual-band solar-induced chlorophyll fluorescence (SIF) retrieval through spectral simulations and end-to-end orbit simulations. The research demonstrates a well-structured approach, rigorous methodological design, and scientifically valuable findings. It is recommended for acceptance after addressing the following revisions:
- Line numbers should be consistent in the whole manuscript not start with 1 for each page.
- For section 4.2: The manuscript lacks detailed descriptions of data preprocessing steps, particularly in the end-to-end orbit simulations. For example, cloud contamination were not explicitly modeled, and the impact of cloud screening on SIF retrieval accuracy remains unclear. It is recommended to supplement details on cloud screening strategies and their implications for retrieval performance.
- For page 16: The manuscript mentions that differences between retrieved SIF and GOSIF inputs were generally within 0.15 mW m⁻² sr⁻¹ nm⁻¹, yet it does not explore potential biases or regional variations in retrieval errors. A more detailed discussion on possible sources of discrepancies (e.g., land cover types, atmospheric effects) would strengthen the validity of the results.
- For appendix Figure A2 & A4: The mentioned figures showing 4-day and 8-day composites,They are mentioned in the results but are not adequately described in the main text. It is recommended to integrate a brief discussion of their significance and ensure that all supplementary figures are clearly referenced.
- While the manuscript is well-structured, some sections contain lengthy technical descriptions that could benefit from clearer segmentation. Additionally, minor grammatical inconsistencies exist, particularly in the descriptions of retrieval equations. Comprehensive language polishing is advised to improve readability and ensure consistency in technical terminology.
Citation: https://doi.org/10.5194/egusphere-2024-3118-RC2
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