Characterization of the radiative impact of aerosols on CO2 and energy fluxes in the Amazon deforestation arch using artificial neural networks
Renato Kerches Braghiere,Marcia Akemi Yamasoe,Nilton Manuel Évora do Rosário,Humberto Ribeiro da Rocha,José de Souza Nogueira,and Alessandro Carioca de Araújo
Departamento de Ciências Atmosféricas, Instituto de
Astronomia, Geofísica e Ciências Atmosféricas, Universidade de
São Paulo, São Paulo, Brazil
Nilton Manuel Évora do Rosário
Laboratório de Clima e Poluição do Ar (LabClip), Instituto de Ciências Ambientais, Químicas e Farmacêuticas, Universidade Federal de São Paulo, Diadema, Brazil
Humberto Ribeiro da Rocha
Departamento de Ciências Atmosféricas, Instituto de
Astronomia, Geofísica e Ciências Atmosféricas, Universidade de
São Paulo, São Paulo, Brazil
Embrapa Amazônia Oriental, Travessa Dr. Enéas Pinheiro, s/n,
Marco, Caixa Postal 48, Belém, Pará 66095-100, Brazil
Instituto Nacional de Pesquisas da Amazônia (INPA), Large Scale Biosphere-Atmosphere Experiment in
Amazonia (LBA), Avenida André Araújo, 2936, Manaus, Amazonas, 69060-001, Brazil
Viewed
Total article views: 3,814 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
3,094
659
61
3,814
230
51
48
HTML: 3,094
PDF: 659
XML: 61
Total: 3,814
Supplement: 230
BibTeX: 51
EndNote: 48
Views and downloads (calculated since 07 Jun 2019)
Cumulative views and downloads
(calculated since 07 Jun 2019)
Total article views: 2,049 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
1,555
451
43
2,049
144
41
35
HTML: 1,555
PDF: 451
XML: 43
Total: 2,049
Supplement: 144
BibTeX: 41
EndNote: 35
Views and downloads (calculated since 24 Mar 2020)
Cumulative views and downloads
(calculated since 24 Mar 2020)
Total article views: 1,765 (including HTML, PDF, and XML)
HTML
PDF
XML
Total
Supplement
BibTeX
EndNote
1,539
208
18
1,765
86
10
13
HTML: 1,539
PDF: 208
XML: 18
Total: 1,765
Supplement: 86
BibTeX: 10
EndNote: 13
Views and downloads (calculated since 07 Jun 2019)
Cumulative views and downloads
(calculated since 07 Jun 2019)
Viewed (geographical distribution)
Total article views: 3,814 (including HTML, PDF, and XML)
Thereof 3,301 with geography defined
and 513 with unknown origin.
Total article views: 2,049 (including HTML, PDF, and XML)
Thereof 1,900 with geography defined
and 149 with unknown origin.
Total article views: 1,765 (including HTML, PDF, and XML)
Thereof 1,401 with geography defined
and 364 with unknown origin.
We evaluate how the interaction of smoke with sun light impacts the exchange of energy and mass between vegetation and the atmosphere using a machine learning technique. We found an effect of the smoke on CO2, energy, and water fluxes, linking the effects of smoke with temperature, humidity, and winds. CO2 exchange increased by up to 55 % in the presence of smoke. A decrease of 12 % was observed for a site with simpler vegetation. Energy fluxes were negatively impacted for all study sites.
We evaluate how the interaction of smoke with sun light impacts the exchange of energy and mass...