pyLIMA: An Open-source Package for Microlensing Modeling. I. Presentation of the Software and Analysis of Single-lens Models

被引:38
作者
Bachelet, E. [1 ]
Norbury, M. [1 ]
Bozza, V. [2 ,3 ]
Street, R. [1 ]
机构
[1] Las Cumbres Observ, 6740 Cortona Dr,Suite 102, Goleta, CA 93117 USA
[2] Univ Salerno, Dipartimento Fis ER Caianiello, Via Giovanni Paolo II 132, I-84084 Fisciano, SA, Italy
[3] Ist Nazl Fis Nucl, Sez Napoli, I-80126 Naples, Italy
关键词
gravitational lensing: micro; DIFFERENCE IMAGE-ANALYSIS; GALACTIC BULGE; DETECTION EFFICIENCY; EXTRASOLAR PLANETS; EVENTS; MASS; PHOTOMETRY; FORMALISM; SEARCH; SYSTEM;
D O I
10.3847/1538-3881/aa911c
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
Microlensing is a unique tool, capable of detecting the "cold" planets between similar to 1 and 10 au from their host stars and even unbound "free-floating" planets. This regime has been poorly sampled to date owing to the limitations of alternative planet-finding methods, but a watershed in discoveries is anticipated in the near future thanks to the planned microlensing surveys of WFIRST-AFTA and Euclid's Extended Mission. Of the many challenges inherent in these missions, the modeling of microlensing events will be of primary importance, yet it is often time-consuming, complex, and perceived as a daunting barrier to participation in the field. The large scale of future survey data products will require thorough but efficient modeling software, but, unlike other areas of exoplanet research, microlensing currently lacks a publicly available, well-documented package to conduct this type of analysis. We present version 1.0 of the python Lightcurve Identification and Microlensing Analysis (pyLIMA). This software is written in Python and uses existing packages as much as possible to make it widely accessible. In this paper, we describe the overall architecture of the software and the core modules for modeling single-lens events. To verify the performance of this software, we use it to model both real data sets from events published in the literature and generated test data produced using pyLIMA's simulation module. The results demonstrate that pyLIMA is an efficient tool for microlensing modeling. We will expand pyLIMA to consider more complex phenomena in the following papers.
引用
收藏
页数:18
相关论文
共 63 条
[1]  
Abell P.A., 2009, LSST science book
[2]   Limits on stellar and planetary companions in microlensing event OGLE-1998-BUL-14 [J].
Albrow, MD ;
Beaulieu, JP ;
Caldwell, JAR ;
DePoy, DL ;
Dominik, M ;
Gaudi, BS ;
Gould, A ;
Greenhill, J ;
Hill, K ;
Kane, S ;
Martin, R ;
Menzies, J ;
Naber, RM ;
Pogge, RW ;
Pollard, KR ;
Sackett, PD ;
Sahu, KC ;
Vermaak, P ;
Watson, R ;
Williams, A .
ASTROPHYSICAL JOURNAL, 2000, 535 (01) :176-189
[3]   Early estimation of microlensing event magnifications [J].
Albrow, MD .
ASTROPHYSICAL JOURNAL, 2004, 607 (02) :821-827
[4]   The MACHO project: Microlensing optical depth toward the Galactic bulge from difference image analysis [J].
Alcock, C ;
Allsman, RA ;
Alves, DR ;
Axelrod, TS ;
Becker, AC ;
Bennett, DP ;
Cook, KH ;
Drake, AJ ;
Freeman, KC ;
Geha, M ;
Griest, K ;
Lehner, MJ ;
Marshall, SL ;
Minniti, D ;
Nelson, CA ;
Peterson, BA ;
Popowski, P ;
Pratt, MR ;
Quinn, PJ ;
Stubbs, CW ;
Sutherland, W ;
Tomaney, AB ;
Vandehei, T ;
Welch, DL .
ASTROPHYSICAL JOURNAL, 2000, 541 (02) :734-766
[5]   First microlens mass measurement: Planet photometry of EROS BLG-2000-5 [J].
An, JH ;
Albrow, MD ;
Beaulieu, JP ;
Caldwell, JAR ;
DePoy, DL ;
Dominik, M ;
Gaudi, BS ;
Gould, A ;
Greenhill, J ;
Hill, K ;
Kane, S ;
Martin, R ;
Menzies, J ;
Pogge, RW ;
Pollard, KR ;
Sackett, PD ;
Sahu, KC ;
Vermaak, P ;
Watson, R ;
Williams, A .
ASTROPHYSICAL JOURNAL, 2002, 572 (01) :521-539
[6]  
[Anonymous], ARXIV151206149
[7]  
[Anonymous], 2015, ARXIV150303757
[8]  
[Anonymous], 2016, APJ, DOI [10.3847/0004-637X/825/1/8, DOI 10.3847/0004-637X/825/1/8]
[9]   RED NOISE VERSUS PLANETARY INTERPRETATIONS IN THE MICROLENSING EVENT OGLE-2013-BLG-446 [J].
Bachelet, E. ;
Bramich, D. M. ;
Han, C. ;
Greenhill, J. ;
Street, R. A. ;
Gould, A. ;
D'Ago, G. ;
AlSubai, K. ;
Dominik, M. ;
Jaimes, R. Figuera ;
Horne, K. ;
Hundertmark, M. ;
Kains, N. ;
Snodgrass, C. ;
Steele, I. A. ;
Tsapras, Y. ;
Albrow, M. D. ;
Batista, V. ;
Beaulieu, J. -P. ;
Bennett, D. P. ;
Brillant, S. ;
Caldwell, J. A. R. ;
Cassan, A. ;
Cole, A. ;
Coutures, C. ;
Dieters, S. ;
Prester, D. Dominis ;
Donatowicz, J. ;
Fouque, P. ;
Hill, K. ;
Marquette, J. -B. ;
Menzies, J. ;
Pere, C. ;
Ranc, C. ;
Wambsganss, J. ;
Warren, D. ;
De Almeida, L. Andrade ;
Choi, J. -Y. ;
DePoy, D. L. ;
Dong, S. ;
Hung, L. -W. ;
Hwang, K. -H. ;
Jablonski, F. ;
Jung, Y. K. ;
Kaspi, S. ;
Klein, N. ;
Lee, C. -U. ;
Maoz, D. ;
Munoz, J. A. ;
Nataf, D. .
ASTROPHYSICAL JOURNAL, 2015, 812 (02)
[10]   PLANETARY CANDIDATES OBSERVED BY KEPLER. III. ANALYSIS OF THE FIRST 16 MONTHS OF DATA [J].
Batalha, Natalie M. ;
Rowe, Jason F. ;
Bryson, Stephen T. ;
Barclay, Thomas ;
Burke, Christopher J. ;
Caldwell, Douglas A. ;
Christiansen, Jessie L. ;
Mullally, Fergal ;
Thompson, Susan E. ;
Brown, Timothy M. ;
Dupree, Andrea K. ;
Fabrycky, Daniel C. ;
Ford, Eric B. ;
Fortney, Jonathan J. ;
Gilliland, Ronald L. ;
Isaacson, Howard ;
Latham, David W. ;
Marcy, Geoffrey W. ;
Quinn, Samuel N. ;
Ragozzine, Darin ;
Shporer, Avi ;
Borucki, William J. ;
Ciardi, David R. ;
Gautier, Thomas N., III ;
Haas, Michael R. ;
Jenkins, Jon M. ;
Koch, David G. ;
Lissauer, Jack J. ;
Rapin, William ;
Basri, Gibor S. ;
Boss, Alan P. ;
Buchhave, Lars A. ;
Carter, Joshua A. ;
Charbonneau, David ;
Christensen-Dalsgaard, Joergen ;
Clarke, Bruce D. ;
Cochran, William D. ;
Demory, Brice-Olivier ;
Desert, Jean-Michel ;
Devore, Edna ;
Doyle, Laurance R. ;
Esquerdo, Gilbert A. ;
Everett, Mark ;
Fressin, Francois ;
Geary, John C. ;
Girouard, Forrest R. ;
Gould, Alan ;
Hall, Jennifer R. ;
Holman, Matthew J. ;
Howard, Andrew W. .
ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 2013, 204 (02)