| bibtype |
J -
Journal Article
|
| ARLID |
0466029 |
| utime |
20240103213023.5 |
| mtime |
20161125235959.9 |
| SCOPUS |
84999098798 |
| WOS |
000388722900003 |
| DOI |
10.5194/gmd-9-4297-2016 |
| title
(primary) (eng) |
LS-APC v1.0: a tuning-free method for the linear inverse problem and its application to source-term determination |
| specification |
| page_count |
15 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0362023 |
| ISSN |
1991-959X |
| title
|
Geoscientific Model Development |
| volume_id |
9 |
| volume |
11 (2016) |
| page_num |
4297-4311 |
| publisher |
|
|
| keyword |
Linear inverse problem |
| keyword |
Bayesian regularization |
| keyword |
Source-term determination |
| keyword |
Variational Bayes method |
| author
(primary) |
| ARLID |
cav_un_auth*0267768 |
| full_dept (cz) |
Adaptivní systémy |
| full_dept (eng) |
Department of Adaptive Systems |
| department (cz) |
AS |
| department (eng) |
AS |
| full_dept |
Department of Adaptive Systems |
| name1 |
Tichý |
| name2 |
Ondřej |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101207 |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| full_dept |
Department of Adaptive Systems |
| name1 |
Šmídl |
| name2 |
Václav |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0228606 |
| full_dept (cz) |
Adaptivní systémy |
| full_dept |
Department of Adaptive Systems |
| department (cz) |
AS |
| department |
AS |
| full_dept |
Department of Adaptive Systems |
| name1 |
Hofman |
| name2 |
Radek |
| institution |
UTIA-B |
| country |
CZ |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0279644 |
| name1 |
Stohl |
| name2 |
A. |
| country |
NO |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0318110 |
| project_id |
7F14287 |
| agency |
GA MŠk |
| country |
CZ |
|
| abstract
(eng) |
Estimation of pollutant releases into the atmosphere is an important problem in the environmental sciences. It is typically formalized as an inverse problem using a linear model that can explain observable quantities (e.g., concentrations or deposition values) as a product of the source-receptor sensitivity (SRS) matrix obtained from an atmospheric transport model multiplied by the unknown source-term vector. Since this problem is typically ill-posed, current state-of-the-art methods are based on regularization of the problem and solution of a formulated optimization problem. This procedure depends on manual settings of uncertainties that are often very poorly quantified, effectively making them tuning parameters. |
| RIV |
BB |
| reportyear |
2017 |
| num_of_auth |
4 |
| mrcbC52 |
4 A hod 4ah 20231122142039.6 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0265404 |
| cooperation |
| ARLID |
cav_un_auth*0336787 |
| name |
Norwegian Institute for Air Research |
| institution |
NILU |
| country |
NO |
|
| mrcbC64 |
1 Department of Adaptive Systems UTIA-B 10500 GEOSCIENCES, MULTIDISCIPLINARY |
| confidential |
S |
| mrcbC86 |
2 Article Geosciences Multidisciplinary |
| mrcbT16-e |
GEOSCIENCESMULTIDISCIPLINARY |
| mrcbT16-j |
2.205 |
| mrcbT16-s |
2.201 |
| mrcbT16-4 |
Q1 |
| mrcbT16-B |
95.838 |
| mrcbT16-D |
Q1* |
| mrcbT16-E |
Q1* |
| arlyear |
2016 |
| mrcbTft |
\nSoubory v repozitáři: tichy-0466029.pdf |
| mrcbU14 |
84999098798 SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
000388722900003 WOS |
| mrcbU63 |
cav_un_epca*0362023 Geoscientific Model Development 1991-959X 1991-9603 Roč. 9 č. 11 2016 4297 4311 Copernicus GmbH |
|