Preprints
https://doi.org/10.5194/egusphere-2022-317
https://doi.org/10.5194/egusphere-2022-317
23 May 2022
 | 23 May 2022

Reconciling different approaches to quantifying land surface temperature impacts of afforestation using satellite observations

Huanhuan Wang, Chao Yue, and Sebastiaan Luyssaert

Abstract. Satellite observations have been widely used to examine afforestation effects on local surface temperature at large spatial scales. Different approaches, which lead potentially to differed definitions of the afforestation effect, have been used in previous studies. The results were used in climate model validation and were cited in climate synthesis reports, but large differences existed in these results. Such differences were simply treated as observational uncertainty, which can be an order of magnitude bigger than the signal itself. However, it remains unclear whether these differences arise from methodological differences that can be reconciled or they represent intrinsic uncertainty of land surface temperature change following afforestation. Here, we provide a synthesis of three influential approaches (one estimates the actual effect and the other two the potential effect) used in the literature and use large-scale afforestation over China as a test case to examine whether the differences in the effects stem from methodological differences. We found that the actual effect (ΔTa) often relates to incomplete afforestation over a medium resolution satellite pixel (1 km) for which LST is observed and that it increases with the fraction of the pixel actually afforested (89 % variation in ΔTa being explained). One potential effect approach quantifies the impact of quasi-full afforestation (ΔTp1), whereas the other quantifies the potential impact of full afforestation (ΔTp2) by assuming a shift from 100 % openland to 100 % forest coverage. An initial paired-samples t-test shows that ΔTa < ΔTp1 < ΔTp2 for the cooling effect of afforestation ranging from 0.07 K to 1.16 K. But when all three methods are normalized for full afforestation, the observed range in surface cooling becomes much smaller (0.79 K to 1.16 K). While potential cooling effects could indeed be realized through full afforestation, they might not always be feasible, given other environmental constraints such as the high water consumption of forests and competition for land usage. Although potential cooling effects have a value in academic studies where they can be used to establish an envelope of effects, they are misleading in a policy-making context where the actual cooling effect better represents policy ambitions.

Journal article(s) based on this preprint

06 Jan 2023
Reconciling different approaches to quantifying land surface temperature impacts of afforestation using satellite observations
Huanhuan Wang, Chao Yue, and Sebastiaan Luyssaert
Biogeosciences, 20, 75–92, https://doi.org/10.5194/bg-20-75-2023,https://doi.org/10.5194/bg-20-75-2023, 2023
Short summary

Huanhuan Wang et al.

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • CC1: 'Comment on egusphere-2022-317', Chao Zhang, 13 Jun 2022
  • RC1: 'Comment on egusphere-2022-317', Anonymous Referee #1, 14 Jun 2022
  • RC2: 'Comment on egusphere-2022-317', Anonymous Referee #2, 22 Jun 2022

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • CC1: 'Comment on egusphere-2022-317', Chao Zhang, 13 Jun 2022
  • RC1: 'Comment on egusphere-2022-317', Anonymous Referee #1, 14 Jun 2022
  • RC2: 'Comment on egusphere-2022-317', Anonymous Referee #2, 22 Jun 2022

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
ED: Reconsider after major revisions (03 Sep 2022) by Alexandra Konings
AR by Huanhuan Wang on behalf of the Authors (07 Oct 2022)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (22 Oct 2022) by Alexandra Konings
RR by Anonymous Referee #1 (08 Nov 2022)
ED: Publish subject to minor revisions (review by editor) (14 Nov 2022) by Alexandra Konings
AR by Huanhuan Wang on behalf of the Authors (22 Nov 2022)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (08 Dec 2022) by Alexandra Konings
AR by Huanhuan Wang on behalf of the Authors (12 Dec 2022)  Manuscript 

Journal article(s) based on this preprint

06 Jan 2023
Reconciling different approaches to quantifying land surface temperature impacts of afforestation using satellite observations
Huanhuan Wang, Chao Yue, and Sebastiaan Luyssaert
Biogeosciences, 20, 75–92, https://doi.org/10.5194/bg-20-75-2023,https://doi.org/10.5194/bg-20-75-2023, 2023
Short summary

Huanhuan Wang et al.

Huanhuan Wang et al.

Viewed

Total article views: 490 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
357 117 16 490 5 9
  • HTML: 357
  • PDF: 117
  • XML: 16
  • Total: 490
  • BibTeX: 5
  • EndNote: 9
Views and downloads (calculated since 23 May 2022)
Cumulative views and downloads (calculated since 23 May 2022)

Viewed (geographical distribution)

Total article views: 442 (including HTML, PDF, and XML) Thereof 442 with geography defined and 0 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 
Latest update: 24 Mar 2023
Download

The requested preprint has a corresponding peer-reviewed final revised paper. You are encouraged to refer to the final revised version.

Short summary
In this study we provided a synthesis of three influential methods to quantify afforestation impact on surface temperature. Results showed that actual effect following afforestation was highly dependent on intensity of afforestation. When full afforestation is assumed, actual effect approaches potential effect. Therefore, we provided evidence that these different methods could be reconciled. And actual effect has a direct policy relevance in evaluating the climate effects of afforestation.