REVIEW 3 major objections 4 minor 282 references
1000 cataclysmic variables identified from DESI spectroscopy
T0 review · 3 major / 4 minor · reviewed 2026-08-01 · deepseek-v4-flash
Pith's one-line read A neural network trained on known, mostly emission-line CVs and applied to every DESI science spectrum finds 1,029 cataclysmic variables — 221 new, ten of them AM CVn.
desk verdict Big, useful CV catalogue from DESI DR2; the catalog itself is solid, but the ~99% completeness claim doesn't survive the paper's own missed-AM-CVn example. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The load-bearing tool is a convolutional neural network (CNN) trained on 5,484 DESI spectra matched from SDSS samples: 623 known CVs plus galaxies, quasars, stars, white dwarfs, and detached white-dwarf binaries. Trained 200 times on random 80/20 splits, the best model is error-free on the held-out test set. Its job is to shrink 81 million spectra to 293,670 candidates; a catalogue cross-match and redshift cut (Z < 0.01185) then trim the list to ~41,500 spectra for human inspection. Completeness rests on inspecting random and targeted samples of discarded spectra, including the 1.6 < Z < 1.7 spike where DESI's redshift pipeline is fooled — yielding the ~99 per cent estimate.
What would settle it
Inspect a random sample of the roughly 238,000 spectra the CNN flagged but the paper never manually examined (those with Z > 0.01 and no catalogue counterpart). If CVs appear there at a rate well above the assumed ~1 per cent — or if retraining the CNN with absorption-dominated AM CVn spectra added to the training set causes it to flag many additional systems — the claimed ~99 per cent completeness and the space densities built on it would be overestimates.
Extended reading notes
Core claim
A CNN trained on known, mostly emission-line CVs and applied to every DESI science spectrum finds 1,029 cataclysmic variables — 221 new, ten of them AM CVn. The CNN flagged 293,670 candidates; cross-matching, a redshift cut, and visual inspection of 41,500 spectra yielded 1,014 CVs, with six more from validation. The CNN's per-spectrum reliability is 97.2 per cent and the sample completeness is claimed at ~99 per cent. Of the 171 new CVs with ZTF light curves, only 43 show outbursts — evidence that spectroscopic selection offsets the bias toward outbursting systems. Twelve new members of the peculiar state-change class and five evolved-donor CVs complete the catalogue.
Load-bearing premise
The completeness argument stands or falls on the premise that the CNN's training spectra — previously known CVs, nearly all with emission lines — cover every spectral shape a CV can present in DESI; the paper itself shows this premise fails for at least one absorption-dominated AM CVn system that was absent from the training set.
Editorial extensions
If this is right
- The DESI sample is the deepest CV census to date, about two magnitudes fainter than previous spectroscopic surveys, and it contains the largest fraction of short-period systems; the sharp edges of the 2–3 hour period gap fade in such untargeted samples.
- Revised space densities for SU UMa and WZ Sge subtypes agree with earlier estimates, but the values for every subtype are lower bounds because 156 unclassified CVs — many of them non-outbursting, hence likely short-period — are not counted.
- With twelve new members added to the eight previously known examples, roughly one per cent of all CVs belong to the peculiar state-change class, and their scatter across orbital period and HR-diagram position argues against a single evolutionary stage as the cause.
- Almost all 1,029 CVs — 709 of them — were observed serendipitously by DESI's galaxy and quasar programs rather than by CV-specific targeting, showing that deep multi-object surveys harvest CVs as a by-product.
- Five CVs whose spectra mimic F-type stars but whose absolute magnitudes are too faint for F-type donors are likely systems with highly evolved helium-core donors, a population previously found mainly by targeted variability searches.
Reading between the lines
- If the ~99 per cent completeness holds, the implied conclusion is that the known CV census is far from finished at faint magnitudes: the serendipitous detection rate inside DESI's deep but non-CV-focused targeting is high enough that future wide-field spectroscopic surveys will keep uncovering substantial new populations.
- The CNN's demonstrated blind spot — an absorption-dominated AM CVn prototype missed because the training set contained no such spectrum — suggests that other spectral classes absent from the training sample are silently underrepresented; true completeness for rare or unusual CVs may be below 99 per cent even if the overall claim survives.
- The near-total reliance on serendipity implies a cheap, testable strategy: deliberately reserving survey fibers for white-dwarf-binary candidates would multiply CV yields, and a future far-UV space survey of the kind the paper highlights would make such targeting efficient.
- The blurring of the period-gap edges in an unbiased sample sharpens a specific prediction-check for binary evolution models: models that reproduce a sharp gap in outburst-selected samples but not in deep spectroscopic samples would be consistent with these data, whereas models predicting a sharp gap here would not.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper reports a systematic search for cataclysmic variables in DESI DR2, analysing 80,767,382 science spectra. Three shortlisting routes are used: coordinate cross-match with 16,277 known/candidate CVs, a CNN trained on SDSS CV spectra, and a redshift cut; the resulting candidates are manually inspected with the aid of Gaia, GALEX, ZTF, and archival databases. The authors identify 1,029 CVs, of which 221 are new, including ten AM CVn systems and twelve members of a peculiar state-change class; they add 84 new or improved orbital periods and derive revised CV subtype space densities. The catalogue is supported by an independent validation set of 580 DESI CV spectra from a white-dwarf-targeted programme and by a detailed comparison with the Hou et al. (2026) DESI DR1 CV sample.
Significance. If the completeness and space-density claims hold, this is the largest spectroscopically selected CV sample to date, roughly two magnitudes deeper than SDSS, and would provide a largely outburst-unbiased sample for population studies. The paper is commendably transparent: it releases the full catalogue, per-CV spectra, and training/test lists; it documents an independent validation set with only two non-detections (with stated causes); and it explicitly re-examines and reclassifies 13 objects from Hou et al. (2026). The identification of twelve new peculiar state-change CVs and five 'highly evolved donor' candidates are interesting scientific results in their own right. These strengths are partly offset by an overstated completeness statement and by an apparent inconsistency in the completeness corrections used for the space-density estimates.
major comments (3)
- [§4.5, §6] The claim 'the sample is ≃99 per cent complete' is not supported by the tests described. The random sample of 9,954 spectra is drawn from the 293,670 CNN-selected spectra that were not otherwise inspected, so it bounds false positives among the selected set, not false negatives among the 80,767,382 unselected science spectra. The 234-spectrum TARGETID check measures the CNN's flagging rate for spectra of CVs that were already identified by another route, not its sensitivity to unfamiliar CV spectral types. Section 6 supplies a concrete false negative: the AM CVn prototype J1234+3737 was missed because its helium-absorption spectrum was not represented in the training set. The validation sample of §4.3.4 is drawn from a white-dwarf-targeted programme and did not include such systems. Therefore the 99% completeness statement is unsubstantiated, and the §10 space densities—which depend on c
- [§4.3.3, Fig. 2] The 'perfect' confusion matrix in Fig. 2 is an optimistic selection artifact. The model was chosen among 200 retrainings on the basis of the test-set confusion matrix, so the quoted zero false-positive/zero false-negative result is not an honest out-of-sample evaluation. The independent validation set of 580 spectra in §4.3.4 is better evidence and should be reported as the primary sensitivity estimate. Please report the distribution of test metrics across the 200 splits, or use a validation split during model selection, and state the final CNN sensitivity using the held-out validation sample.
- [§10, Eq. (2)] There is an internal inconsistency between the claimed completeness and the completeness corrections used in the space-density calculation. Section 4.5 states the sample is ≃99 per cent complete, but Section 10 adopts completeness values of 0.6 for short-period subtypes and 0.2 for long-period subtypes, and Eq. (2) applies the inverse of these as a correction factor to N_obs. These two statements cannot both describe the same selection pipeline. Clarify what the 99% statement refers to (e.g., contamination among the selected spectra) and justify the 0.6/0.2 values independently of that claim, or recalculate the space densities consistently.
minor comments (4)
- [§5.1] 'We found 1029 CVs among the DESI DR1 spectra' should read DR2; the analysis covers DESI DR2 (Section 4.1).
- [Fig. 33 caption] The caption says the 150-pc 'All CVs' bar suffers from only seven CVs, whereas Table 7 lists N=8 for that row; please reconcile.
- [§4.5] The term 'sample' is ambiguous in the completeness discussion: it is not clear whether '≃99 per cent complete' refers to the final CV list, the CNN-selected set, or the manually inspected set. Please define it explicitly.
- [References] Swan et al. (submitted) is cited without a year or arXiv number; please give a fuller reference or state its status.
Circularity Check
No circular reduction: the DESI CV catalogue is produced by an externally anchored pipeline; the 99% completeness claim is a validation gap, not a by-construction circularity.
full rationale
The paper's derivation chain is: train a CNN on SDSS CV spectra (Section 4.3), apply it to all 80,767,382 DESI science spectra, supplement with coordinate cross-matches and a redshift filter, visually inspect the shortlist, then use the resulting sample to estimate completeness and space densities. No step in this chain is equivalent to its inputs by construction. The CNN is a fitted classifier, but its outputs are not relabelled training values; they are tested against an external catalogue (Hou et al. 2026) in Section 6, which reports a 409/412 recovery rate. The three misses are explicitly disclosed, including the AM CVn prototype J1234+3737 whose absorption-dominated spectrum was absent from the CNN training set. That disclosure is a genuine limitation for the paper's 'sample is ≃99 per cent complete' statement in Section 4.5: the random-sample check of 9,954 already-selected spectra only bounds false positives among selected spectra and cannot constrain false negatives among unselected ones. However, this is an evidential/correctness gap, not a circular argument. Likewise, the space-density completeness correction in Section 10 uses the authors' own SDSS CV catalogue from Inight et al. (2023a, 2025) as a reference sample; this is standard practice for an external reference, and the catalogue is independently grounded in SDSS spectroscopy. Self-citations are frequent, but the CNN architecture, training set, and validation are described in this paper, and the central catalogue claim is anchored to DESI spectra and an external comparison. No fitted parameter is renamed as a prediction, and no uniqueness theorem or ansatz is imported from the authors' prior work to force the result. The circularity score is therefore low; the substantive concerns belong to completeness validation and selection representativeness, not to circular derivation.
Assumptions & free parameters
free parameters (4)
- Completeness correction C_corr (short-period subtypes) =
0.6
- Completeness correction C_corr (long-period subtypes) =
0.2
- Limiting magnitude m_G for DESI CV detection =
22.5
- UV selection cut coefficients (Eq. A1) =
slope = 1.5, intercept = -0.3
assumptions (5)
- domain assumption Practically all CVs exhibit Balmer and/or He emission lines, so spectral selection can find CVs regardless of outburst behaviour.
- domain assumption The SDSS CV training sample is representative of the spectral diversity of CVs in DESI, including faint, low-accretion-rate and absorption-dominated systems.
- domain assumption The Galactic CV population is vertically exponential with adopted scale heights, and DESI's effective volume can be approximated by HEALPix exposures ignoring bright/dark time and duplicate passes.
- ad hoc to paper Completeness measured by re-detecting the authors' SDSS CV catalogues (Inight et al. 2023a, 2025) applies to the DESI CV sample.
- domain assumption Subtype classifications from VSX/literature are reliable, and the 156 unclassified CVs can be neglected in subtype space densities (with a ~20% understatement).
Cite this review
Pith. "Pith review of 1000 cataclysmic variables identified from DESI spectroscopy." pith.science (2026). https://pith.science/paper/ZTRFWGXL
@misc{pith2026260722836,
author = {Pith},
title = {Pith review of: 1000 cataclysmic variables identified from DESI spectroscopy},
year = {2026},
howpublished = {\url{https://pith.science/paper/ZTRFWGXL}},
note = {Machine review of arXiv:2607.22836}
}
read the original abstract
Most cataclysmic variables (CVs) are discovered when they have an outburst generating an inherent selection bias against CVs that rarely, or never, outburst. CVs discovered by virtue of their spectroscopic characteristics are particularly valuable to offset this bias and we have used an established machine-learning technique to assist in searching 98 966 000 spectra obtained by the Dark Energy Spectroscopic Survey (DESI) to find such CVs. DESI observations are much deeper than previous spectroscopic surveys and we have identified 1029 CVs, 221 of which are new including ten of the AM CVn subtype. We have spectroscopically confirmed 441 CV candidates and obtained 84 new or improved orbital periods. We present revised space density estimates based upon this new data. We have also added ten more to the eight known examples of an intriguing class of CVs which exhibit peculiar changes in accretion.
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The Bochum Survey of the Southern Galactic Disk: II. Follow-up measurements and multi-filter photometry for 1323 square degrees monitored in 2010 - 2015. Astronomische Nachrichten , keywords =. doi:10.1002/asna.201512195 , archivePrefix =. 1508.01701 , primaryClass =
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Research in Astronomy and Astrophysics , keywords =
GSC 4560-02157: a new long-period eclipsing cataclysmic variable star. Research in Astronomy and Astrophysics , keywords =. doi:10.1088/1674-4527/15/7/008 , archivePrefix =. 1411.3847 , primaryClass =
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The Astronomer's Telegram , keywords =
Spectroscopic Classification of PSST Optical Transients. The Astronomer's Telegram , keywords =
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The Astronomer's Telegram , keywords =
MASTER: Dwarf Novae and SN. The Astronomer's Telegram , keywords =
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Astronomy Reports , year = 2015, month = mar, volume =
Spectral and photometric studies of the polar USNO-A2.0 0825-18396733. Astronomy Reports , year = 2015, month = mar, volume =. doi:10.1134/S1063772915030026 , adsurl =
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Orbital periods of cataclysmic variables identified by the SDSS. IX. NTT photometry of eight eclipsing and three magnetic systems. , keywords =. doi:10.1051/0004-6361/201425060 , archivePrefix =. 1411.2385 , primaryClass =
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Observations of Novae From ROAD. , keywords =
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Two Cataclysmic Variables and Possible Supernova discovered by MASTER. The Astronomer's Telegram , keywords =
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Central Bureau Electronic Telegrams , year = 2014, month = nov, volume =
Dwarf Nova in Gemini. Central Bureau Electronic Telegrams , year = 2014, month = nov, volume =
2014
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The Astronomer's Telegram , keywords =
Bright, High-Amplitude CV Candidate Discovered by ASAS-SN. The Astronomer's Telegram , keywords =
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Spectroscopy of 13 old novae
Life after eruption - IV. Spectroscopy of 13 old novae. , keywords =. doi:10.1093/mnras/stu781 , archivePrefix =. 1405.3635 , primaryClass =
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The Catalina Surveys Periodic Variable Star Catalog. , keywords =. doi:10.1088/0067-0049/213/1/9 , archivePrefix =. 1405.4290 , primaryClass =
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The Man behind the Curtain: X-Rays Drive the UV through NIR Variability in the 2013 Active Galactic Nucleus Outburst in NGC 2617. , keywords =. doi:10.1088/0004-637X/788/1/48 , archivePrefix =. 1310.2241 , primaryClass =
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Survey of period variations of superhumps in SU UMa-type dwarf novae. V. The fifth year (2012-2013). , keywords =. doi:10.1093/pasj/psu014 , archivePrefix =. 1310.7069 , primaryClass =
2012 arXiv
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The Astronomer's Telegram , keywords =
Flare Star and new Cataclysmic Variable detected by MASTER. The Astronomer's Telegram , keywords =
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The Astronomer's Telegram , keywords =
Nova Cephei 2014; Near-IR observations. The Astronomer's Telegram , keywords =
2014
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The Astronomer's Telegram , keywords =
Three New Cataclysmic Variables by MASTER. The Astronomer's Telegram , keywords =
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Accurate classification of 75 counterparts of objects detected in the 54-month Palermo Swift/BAT hard X-ray catalogue. , keywords =. doi:10.1051/0004-6361/201322409 , archivePrefix =. 1311.1458 , primaryClass =
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The Astronomer's Telegram , keywords =
Flare Star, CV and Possible Supernova detected by MASTER. The Astronomer's Telegram , keywords =
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[103]
The Astronomer's Telegram , keywords =
Two OTs and Possible Supernova discovered by MASTER. The Astronomer's Telegram , keywords =
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[104]
The Berlin Exoplanet Search Telescope II Catalog of Variable Stars. I. Characterization of Three Southern Target Fields. , keywords =. doi:10.1088/0004-6256/146/5/136 , archivePrefix =. 1309.1306 , primaryClass =
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Optical and X-Ray Studies of 10 X-Ray-selected Cataclysmic Binaries. , keywords =. doi:10.1088/0004-6256/146/5/107 , archivePrefix =. 1308.5016 , primaryClass =
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The Astronomer's Telegram , keywords =
ASAS-SN Discovery of Two Very Bright Transients. The Astronomer's Telegram , keywords =
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[107]
The Astronomer's Telegram , keywords =
Spectrum of Transient ASASSN-13at. The Astronomer's Telegram , keywords =
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[108]
The Astronomer's Telegram , keywords =
ASAS-SN Discovery of Three Bright CVs. The Astronomer's Telegram , keywords =
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CSS J134052.0 + 151341: A Cataclysmic Binary Star with a Stripped, Evolved Secondary. , keywords =. doi:10.1086/671066 , archivePrefix =. 1306.4360 , primaryClass =
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The eclipsing old nova V728 Scorpii
Life after eruption - II. The eclipsing old nova V728 Scorpii. , keywords =. doi:10.1093/mnras/stt139 , archivePrefix =. 1302.5570 , primaryClass =
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The Astronomer's Telegram , keywords =
ASAS-SN Discovery of 5 New Transient Sources. The Astronomer's Telegram , keywords =
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[112]
The spectroscopic evolution of the -ray emitting classical nova Nova Mon 2012. I. Implications for the ONe subclass of classical novae. , keywords =. doi:10.1051/0004-6361/201321095 , archivePrefix =. 1303.0404 , primaryClass =
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A search for the hidden population of AM CVn binaries in the Sloan Digital Sky Survey. , keywords =. doi:10.1093/mnras/sts485 , archivePrefix =. 1211.6439 , primaryClass =
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The GALEX Time Domain Survey. I. Selection and Classification of Over a Thousand Ultraviolet Variable Sources. , keywords =. doi:10.1088/0004-637X/766/1/60 , archivePrefix =. 1302.1581 , primaryClass =
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The Astronomer's Telegram , keywords =
Possible SN and two CVs detected by MASTER. The Astronomer's Telegram , keywords =
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Survey of Period Variations of Superhumps in SU UMa-Type Dwarf Novae. IV. The Fourth Year (2011-2012). , keywords =. doi:10.1093/pasj/65.1.23 , archivePrefix =. 1210.0678 , primaryClass =
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Astronomical Society of India Conference Series , year = 2013, series =
Near-infrared photometric study of intermediate polar YY Draconis. Astronomical Society of India Conference Series , year = 2013, series =
2013
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The Astronomer's Telegram , keywords =
Spectroscopic classification of five optical transients in the Pan-STARRS1 3Pi Faint Galaxy Supernova Survey. The Astronomer's Telegram , keywords =
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[119]
The Astronomer's Telegram , keywords =
Three OTs detected by MASTER. The Astronomer's Telegram , keywords =
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[120]
The Astronomer's Telegram , keywords =
One very bright and one bright OT detected by MASTER. The Astronomer's Telegram , keywords =
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[121]
The Astronomer's Telegram , keywords =
Possible Association of the Gamma-ray Transient Fermi J0639+0548 with Nova Mon 2012. The Astronomer's Telegram , keywords =
2012
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Targets selected from the Sloan Digital Sky Survey and the Catalina Real-time Transient Survey
High-speed photometry of faint cataclysmic variables - VII. Targets selected from the Sloan Digital Sky Survey and the Catalina Real-time Transient Survey. , keywords =. doi:10.1111/j.1365-2966.2012.20476.x , archivePrefix =. 1201.0671 , primaryClass =
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Astronomy Letters , keywords =
Investigation of the new cataclysmic variable 1RXS J180834.7+101041. Astronomy Letters , keywords =. doi:10.1134/S1063773711120115 , archivePrefix =. 1202.3959 , primaryClass =
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Astrophysical Bulletin , keywords =
Is WD 1437-008 a cataclysmic variable?. Astrophysical Bulletin , keywords =. doi:10.1134/S1990341311040067 , adsurl =
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Astronomy Reports , year = 2011, month = mar, volume =
A photometric study of the polar MT draconis in 2005-2009. Astronomy Reports , year = 2011, month = mar, volume =. doi:10.1134/S1063772911030097 , adsurl =
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Astronomy Letters , keywords =
Identification of new cataclysmic variables in the 1RXS and USNO-B1.0 catalogs. Astronomy Letters , keywords =. doi:10.1134/S1063773711010038 , archivePrefix =. 1007.1798 , primaryClass =
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Survey of Period Variations of Superhumps in SU UMa-Type Dwarf Novae. II The Second Year (2009-2010). , keywords =. doi:10.1093/pasj/62.6.1525 , archivePrefix =. 1009.5444 , primaryClass =
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Orbital periods of cataclysmic variables identified by the SDSS. VIII. A slingshot prominence in SDSS J003941.06+005427.5?. , keywords =. doi:10.1051/0004-6361/201015633 , archivePrefix =. 1009.5478 , primaryClass =
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Information Bulletin on Variable Stars , keywords =
The New Eclipsing Variable Star USNO-A2.0 0825-18396733, A Probable Polar. Information Bulletin on Variable Stars , keywords =
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Unveiling the nature of INTEGRAL objects through optical spectroscopy. VIII. Identification of 44 newly detected hard X-ray sources. , keywords =. doi:10.1051/0004-6361/201014852 , archivePrefix =. 1006.4513 , primaryClass =
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WZ Sge Stars as the Missing Population near the Period Minimum
Dwarf Novae in the Shortest Orbital Period Regime: II. WZ Sge Stars as the Missing Population near the Period Minimum. , keywords =. doi:10.1093/pasj/62.3.613 , archivePrefix =. 1003.0945 , primaryClass =
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Spectroscopic periods
Cataclysmic variables from the Cal \'a n-Tololo Survey - II. Spectroscopic periods. , keywords =. doi:10.1111/j.1365-2966.2010.16487.x , adsurl =
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The Orbital Period of V368 Aquilae (Nova Aquilae 1936 No. 2). , keywords =. doi:10.1086/644647 , archivePrefix =. 0908.3703 , primaryClass =
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The Astronomer's Telegram , keywords =
Optical Transients from CRTS. The Astronomer's Telegram , keywords =
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The Astronomer's Telegram , keywords =
Orbital Period of Swift J2218.5+1925, A New Magnetic Cataclysmic Variable. The Astronomer's Telegram , keywords =
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Time-resolved optical observations of five cataclysmic variables detected by INTEGRAL. , keywords =. doi:10.1111/j.1365-2966.2009.14521.x , archivePrefix =. 0901.2841 , primaryClass =
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First Results from the Catalina Real-Time Transient Survey. , keywords =. doi:10.1088/0004-637X/696/1/870 , archivePrefix =. 0809.1394 , primaryClass =
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BAV Rundbrief - Mitteilungsblatt der Berliner Arbeits-gemeinschaft fuer Veraenderliche Sterne , year = 2009, month = jan, volume =
Eine etwas andere anwendung einer CCD-kamera. BAV Rundbrief - Mitteilungsblatt der Berliner Arbeits-gemeinschaft fuer Veraenderliche Sterne , year = 2009, month = jan, volume =
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Astronomische Nachrichten , keywords =
The spectroscopic evolution of V2467 Cyg (Nova Cygni 2007) in the first months after the outburst. Astronomische Nachrichten , keywords =. doi:10.1002/asna.200811129 , adsurl =
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American Astronomical Society Meeting Abstracts \#213 , year = 2009, series =
New Orbital Periods for Seven Cataclysmic Variable Stars. American Astronomical Society Meeting Abstracts \#213 , year = 2009, series =
2009
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The Astronomer's Telegram , keywords =
New cataclysmic variable 1RXS J180834.7+101041. The Astronomer's Telegram , keywords =
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Observations of newly discovered systems
An H -selected sample of cataclysmic variables - I. Observations of newly discovered systems. , keywords =. doi:10.1111/j.1365-2966.2008.12933.x , archivePrefix =. 0801.1065 , primaryClass =
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The Astronomer's Telegram , keywords =
Seventeen Optical Transients from the Catalina Sky Survey. The Astronomer's Telegram , keywords =
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The First MOTESS-GNAT Variable-Star Survey. , keywords =. doi:10.1086/521148 , adsurl =
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IGR J00234+6141: a new INTEGRAL source identified as an intermediate polar. , keywords =. doi:10.1051/0004-6361:20077877 , archivePrefix =. 0706.1433 , primaryClass =
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Sloan Digital Sky Survey Standard Star Catalog for Stripe 82: The Dawn of Industrial 1\. , keywords =. doi:10.1086/519976 , archivePrefix =. astro-ph/0703157 , primaryClass =
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The Incidence of Dwarf Novae in Large Area Transient Searches. , keywords =. doi:10.1086/518759 , archivePrefix =. astro-ph/0611933 , primaryClass =
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SWSextantis stars: the dominant population of cataclysmic variables with orbital periods between 3 and 4h. , keywords =. doi:10.1111/j.1365-2966.2007.11743.x , archivePrefix =. 0704.1129 , primaryClass =
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Spectroscopy of Nine Cataclysmic Variable Stars. , keywords =. doi:10.1086/518698 , archivePrefix =. 0704.0948 , primaryClass =
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, year = 2007, month = mar, volume =
V2467 Cygni = Nova Cygni 2007. , year = 2007, month = mar, volume =
2007
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, keywords =
Determination of the basic parameters of the dwarf nova EY Cygni. , keywords =. doi:10.1051/0004-6361:20052906 , archivePrefix =. astro-ph/0611267 , primaryClass =
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VLT/FORS spectroscopy of faint cataclysmic variables discovered by the Sloan Digital Sky Survey. , keywords =. doi:10.1111/j.1365-2966.2006.11042.x , archivePrefix =. astro-ph/0609196 , primaryClass =
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Characterizing three candidate magnetic cataclysmic variables from SDSS: XMM-Newton and optical follow-up observations. , keywords =. doi:10.1086/508928 , archivePrefix =. astro-ph/0609462 , primaryClass =
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Unveiling the nature of INTEGRAL objects through optical spectroscopy. V. Identification and properties of 21 southern hard X-ray sources. , keywords =. doi:10.1051/0004-6361:20066055 , archivePrefix =. astro-ph/0608394 , primaryClass =
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Dwarf novae in the Hamburg quasar survey: rarer than expected. , keywords =. doi:10.1051/0004-6361:20065049 , archivePrefix =. astro-ph/0605588 , primaryClass =
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Photometry of the SW Sextantis-type nova-like BH Lyncis in high state. , keywords =. doi:10.1051/0004-6361:20054530 , archivePrefix =. 0704.1302 , primaryClass =
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Open European Journal on Variable Stars , keywords =
GSC 00847 01021 - a new brightish cataclysmic variable in Leo. Open European Journal on Variable Stars , keywords =
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Spectroscopy of Five Old Novae: New or Refined Orbital Periods. , keywords =. doi:10.1086/504641 , adsurl =
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Time-resolved observations of the short period CV SDSS J123813.73-033933.0. , keywords =. doi:10.1051/0004-6361:20053597 , archivePrefix =. astro-ph/0512141 , primaryClass =
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The Astronomer's Telegram , keywords =
Probable Optical Counterpart of IGR J00234+6141. The Astronomer's Telegram , keywords =
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Spectroscopy of Four Cataclysmic Variables with Periods above 7 Hours. , keywords =. doi:10.1086/497384 , archivePrefix =. astro-ph/0511461 , primaryClass =
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New Low Accretion Rate Magnetic Binary Systems and their Significance for the Evolution of Cataclysmic Variables. , keywords =. doi:10.1086/431969 , archivePrefix =. astro-ph/0505385 , primaryClass =
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The GALEX Ultraviolet Variability Catalog. , keywords =. doi:10.1086/431222 , archivePrefix =. astro-ph/0504489 , primaryClass =
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Four new intermediate polars
Cataclysmic variables from a ROSAT/2MASS selection - I. Four new intermediate polars. , keywords =. doi:10.1111/j.1365-2966.2005.09138.x , archivePrefix =. astro-ph/0504460 , primaryClass =
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XMM-Newton and Optical Follow-up Observations of Three New Polars from the Sloan Digital Sky Survey. , keywords =. doi:10.1086/427260 , archivePrefix =. astro-ph/0411175 , primaryClass =
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Unraveling the Puzzle of the Eclipsing Polar SDSS J015543.40+002807.2 with XMM and Optical Photometry/Spectropolarimetry. , keywords =. doi:10.1086/426807 , archivePrefix =. astro-ph/0410320 , primaryClass =
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Up-to-Date Linear Elements of Eclipsing Binaries. , keywords =
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Spectroscopy of Seven Cataclysmic Variables with Periods above 5 Hours. , keywords =. doi:10.1086/382792 , archivePrefix =. astro-ph/0401316 , primaryClass =
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The spectroscopic catalogue and luminosity function
The 2dF QSO Redshift Survey - XII. The spectroscopic catalogue and luminosity function. , keywords =. doi:10.1111/j.1365-2966.2004.07619.x , archivePrefix =. astro-ph/0403040 , primaryClass =
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V1494 Aql: Eclipsing Fast Nova with an Unusual Orbital Light Curve. , keywords =. doi:10.1093/pasj/56.sp1.S125 , archivePrefix =. astro-ph/0310519 , primaryClass =
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Information Bulletin on Variable Stars , year = 2003, month = oct, volume =
Discovery of Two New Dwarf Novae in Cepheus and Cygnus. Information Bulletin on Variable Stars , year = 2003, month = oct, volume =
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1RXS J062518.2+733433: A new intermediate polar. , keywords =. doi:10.1051/0004-6361:20030787 , archivePrefix =. astro-ph/0305270 , primaryClass =
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Spectroscopic observations of twenty-one faint cataclysmic variables candidates. , keywords =. doi:10.1051/0004-6361:20030250 , archivePrefix =. astro-ph/0303022 , primaryClass =
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Two Rare Magnetic Cataclysmic Variables with Extreme Cyclotron Features Identified in the Sloan Digital Sky Survey. , keywords =. doi:10.1086/345418 , archivePrefix =. astro-ph/0208241 , primaryClass =
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The System Parameters of DW Ursae Majoris. , keywords =. doi:10.1086/345098 , archivePrefix =. astro-ph/0209542 , primaryClass =
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The Dwarf Novae of Shortest Period. , keywords =. doi:10.1086/342484 , archivePrefix =. astro-ph/0206426 , primaryClass =
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A new two-pole accretion polar: RX J1846.9+5538. , keywords =. doi:10.1051/0004-6361:20021193 , archivePrefix =. astro-ph/0208545 , primaryClass =
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The Physics of Cataclysmic Variables and Related Objects , year = 2002, editor =
A first look at cataclysmic variable stars from the 2dF QSO survey. The Physics of Cataclysmic Variables and Related Objects , year = 2002, editor =. doi:10.48550/arXiv.astro-ph/0108334 , archivePrefix =. astro-ph/0108334 , primaryClass =
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Spectroscopy and orbital periods of four cataclysmic variable stars. , keywords =. doi:10.1111/j.1365-2966.2001.04680.x , archivePrefix =. astro-ph/0105499 , primaryClass =
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The 10k catalogue
The 2dF QSO Redshift Survey - V. The 10k catalogue. , keywords =. doi:10.1046/j.1365-8711.2001.04474.x , archivePrefix =. astro-ph/0104095 , primaryClass =
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Superhumps in Cataclysmic Binaries. XX. V751 Cygni. , keywords =. doi:10.1086/317973 , adsurl =
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New cataclysmic variables from the RASS. , keywords =
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Spectroscopy and orbital periods of the old novae V533 Herculis, V446 Herculis and X Serpentis. , keywords =. doi:10.1046/j.1365-8711.2000.03230.x , adsurl =
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Nova Aquilae 1999 No. 2. , year = 1999, month = dec, volume =
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An AGN sample with high X-ray-to-optical flux ratio from RASS. I. The optical identification. , keywords =. doi:10.1051/aas:1999514 , adsurl =
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Identification of soft high galactic latitude RASS X-ray sources. II. Sources with PSPC count rate CR <0.5 cts/s. , keywords =
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Spectroscopic Confirmation of 55 Northern and Equatorial Cataclysmic Variables. I. 27 Confirmed Cataclysmic Variables. , keywords =. doi:10.1086/313210 , adsurl =
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Information Bulletin on Variable Stars , year = 1999, month = mar, volume =
Identifications for Wachmann's Variables in the Southern Cygnus Starcloud. Information Bulletin on Variable Stars , year = 1999, month = mar, volume =
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Identification of selected sources from the ROSAT Galactic Plane Survey. I. , keywords =. doi:10.1051/aas:1998299 , archivePrefix =. astro-ph/9712208 , primaryClass =
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The discovery of 12-min X-ray pulsations from 1WGA J1958.2+3232. , keywords =. doi:10.1046/j.1365-8711.1998.01653.x , archivePrefix =. astro-ph/9802119 , primaryClass =
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CCD spectrophotometry of CVs. V. 3300 - 9100 Angstroms atlas for 20 faint systems. , keywords =. doi:10.1051/aas:1998386 , adsurl =
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Orbital Periods for the SU UMa-Type Dwarf Novae UV Persei, VY Aquarii, and V1504 Cygni. , keywords =. doi:10.1086/134016 , adsurl =
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Post-Maximum Optical and Infrared Observations of Nova V1425 Aquilae 1995. , keywords =. doi:10.1086/118677 , adsurl =
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Orbital Periods for the Cataclysmic Binaries VZ Pyxidis, CC Cancri, and AH Eridani. , keywords =. doi:10.1086/134002 , adsurl =
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HS 1804+6753: a new eclipsing CV above the period gap. , keywords =
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Cataclysmic Variable in Cetus. , year = 1997, month = oct, volume =
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, year = 1997, month = sep, volume =
USNO 1425.09823278. , year = 1997, month = sep, volume =
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Spectroscopy of the dwarf nova CG Draconis. , keywords =
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Observations of the SW Sextantis Star BH Lyncis in a High State. , keywords =. doi:10.1086/304044 , adsurl =
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Orbital Periods for the Unusual Dwarf Novae ER Ursae Majoris and V1159 Orionis. , keywords =. doi:10.1086/133904 , adsurl =
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A Catalog and Atlas of Cataclysmic Variables-Second Edition. , keywords =. doi:10.1086/133900 , adsurl =
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Royal Astronomical Society of New Zealand Publications of Variable Star Section , year = 1997, month = jan, volume =
The dwarf nova MM Scorpii probably has a short mean cycle. Royal Astronomical Society of New Zealand Publications of Variable Star Section , year = 1997, month = jan, volume =
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Acta Astrophysica Sinica , keywords =
Discovery of X-ray selected AGNs, a white dwarf and a cataclysmic variable. Acta Astrophysica Sinica , keywords =
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Orbital Periods of the Dwarf Novae AR And, AM Cas, and PY Per. , keywords =. doi:10.1086/133810 , adsurl =
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Information Bulletin on Variable Stars , year = 1996, month = aug, volume =
Nine new variables in the eta Herculis field. Information Bulletin on Variable Stars , year = 1996, month = aug, volume =
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New cataclysmic variables from the ROSAT All-Sky Survey. , keywords =
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Orbital Periods for Seven Dwarf Novae of the SU Ursae Majoris Subclass from Radial Velocities at Minimum Light. , year = 1996, month = jan, volume =. doi:10.1086/133693 , adsurl =
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Spectroscopy of Poorly Studied Cataclysmic Variables. , keywords =. doi:10.1086/117654 , adsurl =
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The Edinburgh-Cape Blue Object Survey. , keywords =. doi:10.1007/BF00658172 , adsurl =
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The Hamburg Quasar Survey. I. Schmidt observations and plate digitization. , keywords =
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A Multicolor Eclipse Study of the Classical Nova QZ Aurigae (Nova Aurigae 1964). , keywords =. doi:10.1086/175275 , adsurl =
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Orbital studies of the cataclysmic variables CZ Orionis, V1193 Orionis and BZ Ursae Majoris. , keywords =. doi:10.1093/mnras/271.2.323 , adsurl =
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1H1752+081: a new eclipsing probable AM Herculis-type binary. , keywords =
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1H 1752+081: an Eclipsing Cataclysmic Variable with a Small Accretion Disk. , keywords =. doi:10.1086/173945 , adsurl =
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, year = 1993, month = may, volume =
Nova Aquilae 1993. , year = 1993, month = may, volume =
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Astronomische Gesellschaft Abstract Series , year = 1993, series =
1H1752+081 - a probable new, eclipsing AM Her system near the period spike. Astronomische Gesellschaft Abstract Series , year = 1993, series =
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Spectroscopy of poorly known northern dwarf novae. Part II. , keywords =
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V 1159 Orionis : a dwarf nova with very short outburst cycle. , keywords =
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[246]
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Spectroscopic Confirmation of High Galactic Latitude Cataclysmic Variables. , keywords =. doi:10.1086/191638 , adsurl =
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[247]
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Spectroscopy and Spectral Types for 387 Stellar Objects from the Large, Bright QSO Survey. , keywords =. doi:10.1086/191634 , adsurl =
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[248]
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The Eclipsing AM Herculis Variable H1907+690. , keywords =. doi:10.1086/170546 , adsurl =
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Zentralinstitut fuer Astrophysik Sternwarte Sonneberg Mitteilungen ueber Veraenderliche Sterne , year = 1990, month = oct, volume =
Photographic observations of the cataclysmic variable GD 552. Zentralinstitut fuer Astrophysik Sternwarte Sonneberg Mitteilungen ueber Veraenderliche Sterne , year = 1990, month = oct, volume =
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, year = 1990, month = aug, volume =
Dwarf Nova in Pavo. , year = 1990, month = aug, volume =
1990
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[251]
, year = 1990, month = may, volume =
CC CANCRI. , year = 1990, month = may, volume =
1990
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Spectroscopy of poorly known northern dwarf novae. Part I. , keywords =
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AM CAS - Spectral variations during the eruption cycles. Astronomische Nachrichten , keywords =. doi:10.1002/asna.2113090204 , adsurl =
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An atlas and catalogue of northern dwarf novae. , keywords =
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A Reference Catalogue and Atlas of Galactic Novae. , keywords =. doi:10.1007/BF00187826 , adsurl =
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[256]
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Photometry and Spectroscopy of Short-Period Cataclysmic Variables. , keywords =. doi:10.1086/191178 , adsurl =
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[257]
Infrared photometry of cataclysmic variables. II. Evidence for ellipsoidal variations in CW Mon, X Leo, IP Peg and AF Cam. , keywords =. doi:10.1086/114177 , adsurl =
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[258]
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The Palomar-Green Catalog of Ultraviolet-Excess Stellar Objects. , keywords =. doi:10.1086/191115 , adsurl =
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[259]
Orbital studies of cataclysmic binaries. II. Three objects from the Palomar-Green sample. , keywords =. doi:10.1086/114070 , adsurl =
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[260]
Orbital studies of cataclysmic binaries. I. AB Draconis and WW Ceti. , keywords =. doi:10.1086/113916 , adsurl =
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[261]
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Multiwavelength observations of eleven cataclysmic variables. , keywords =. doi:10.1086/113886 , adsurl =
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[262]
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Light curve and spectral evolution of Nova Aquilae 1982. , keywords =. doi:10.1093/mnras/205.4.1069 , adsurl =
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Spectroscopy of cataclysmic variables. I. Observations. , keywords =. doi:10.1086/190900 , adsurl =
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On the Masses of White Dwarfs in Cataclysmic Binaries
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[265]
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Cataclysmic variable candidates from the Palomar Green Survey. , keywords =. doi:10.1086/131022 , adsurl =
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[266]
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An atlas of southern and equatorial dwarf novae. , keywords =
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Royal Astronomical Society of New Zealand Publications of Variable Star Section , keywords =
Outbursts of some southern dwarf novae - paper 3. Royal Astronomical Society of New Zealand Publications of Variable Star Section , keywords =
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The SU UMa stars, an important sub-group of dwarf novae. , keywords =
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Journal of the British Astronomical Association , keywords =
CP Lacertae (Nova 1936). Journal of the British Astronomical Association , keywords =
1936
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Journal of the British Astronomical Association , keywords =
Two Z Camelopardalis variables: AB Draconis 1969 - 1975, CN Orionis 1963 - 1975. Journal of the British Astronomical Association , keywords =
1969
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, year = 1977, month = mar, volume =
Spectra and light curve of Nova Vulpeculae 1976. , year = 1977, month = mar, volume =
1976
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[272]
, year = 1976, month = oct, volume =
Novalike Object in Ophiuchus. , year = 1976, month = oct, volume =
1976
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[273]
Information Bulletin on Variable Stars , year = 1975, month = jun, volume =
Nova Aurigae 1964. Information Bulletin on Variable Stars , year = 1975, month = jun, volume =
1964
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, year = 1974, month = aug, volume =
Photographic and spectroscopic observations of N Aql 1970, N Cyg 1970, and N Sct 1970. , year = 1974, month = aug, volume =
1970
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[275]
Veroeffentlichungen der Sternwarte Sonneberg , keywords =
Veraenderliche Sterne AM Sudhimmel Teil III /. Veroeffentlichungen der Sternwarte Sonneberg , keywords =
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Information Bulletin on Variable Stars , year = 1972, month = may, volume =
The U Gem Type Variable Z Cha. Information Bulletin on Variable Stars , year = 1972, month = may, volume =
1972
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Peremennye Zvezdy Prilozhenie , year = 1972, month = jan, volume =
New U Gem type variable SVS 1851. Peremennye Zvezdy Prilozhenie , year = 1972, month = jan, volume =
1972
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[278]
Ricerche Astronomiche , year = 1971, month = jan, volume =
Ten new variable stars in the Cygnus cloud, VV 271 - 280. Ricerche Astronomiche , year = 1971, month = jan, volume =
1971
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, year = 1970, month = aug, volume =
Infrared Emission of Novae. , year = 1970, month = aug, volume =. doi:10.1086/180579 , adsurl =
1970 doi
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Zentralinstitut fuer Astrophysik Sternwarte Sonneberg Mitteilungen ueber Veraenderliche Sterne , year = 1970, month = mar, volume =
Neuentdeckte Ver \"a nderliche (S10619 bis 10720). Zentralinstitut fuer Astrophysik Sternwarte Sonneberg Mitteilungen ueber Veraenderliche Sterne , year = 1970, month = mar, volume =
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Mitteilungen \"u ber neuentdeckte Ver \"a nderliche Sterne (S 10153- S 10375). Astronomische Nachrichten , year = 1968, month = feb, volume =. doi:10.1002/asna.19672900512 , adsurl =
1968 doi
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Mitteilungen \"u ber neuentdeckte Ver \"a nderliche Sterne (S 1927- S 10152). Astronomische Nachrichten , year = 1967, month = mar, volume =. doi:10.1002/asna.19672900107 , adsurl =
1927 doi
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Mitteilungen \"u ber neuentdeckte Ver \"a nderliche Sterne. Astronomische Nachrichten , year = 1967, month = jan, volume =
1967
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[284]
u ber neuentdeckte Ver \
Mitteilungen \"u ber neuentdeckte Ver \"a nderliche Sterne. Astronomische Nachrichten , year = 1966, month = apr, volume =. doi:10.1002/asna.19662890306 , adsurl =
1966 doi
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Mitteilungen \"u ber neuentdeckte Ver \"a nderliche Sterne. Astronomische Nachrichten , year = 1966, month = feb, volume =. doi:10.1002/asna.19662890102 , adsurl =
1966 doi
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Binary Stars among Cataclysmic Variables. I. U Geminorum Stars (dwarf Novae). , year = 1962, month = mar, volume =. doi:10.1086/147280 , adsurl =
1962 doi
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, year = 1960, month = dec, volume =
Identification of Nova Herculis 1960. , year = 1960, month = dec, volume =. doi:10.1086/127582 , adsurl =
1960 doi
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[288]
Journal des Observateurs , year = 1960, month = jan, volume =
Catalogue des \'e toiles variables du type U Geminorum. Journal des Observateurs , year = 1960, month = jan, volume =
1960
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, year = 1958, month = sep, volume =
NGC 7000, IC 5070, and the Associated Emission-Line Stars. , year = 1958, month = sep, volume =. doi:10.1086/146540 , adsurl =
1958 doi
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Teil VIII
Die veraenderlichen Sterne der nordlichen Milstrasse. Teil VIII. Veroeffentlichungen der Sternwarte Sonneberg , year = 1956, month = jan, volume =
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Peremennye Zvezdy , year = 1949, month = jan, volume =
Final light curves of 6 Novas and 3 Supernovae. Peremennye Zvezdy , year = 1949, month = jan, volume =
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Teil III
Die Veraenderlichen Sterne der noerdlichen Milchstrasse. Teil III. Kleine Veroeffentlichungen der Universitaetssternwarte zu Berlin Babelsberg , year = 1941, month = jan, volume =
1941
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Annals of Harvard College Observatory , keywords =
Four hundred new variable stars in a transparent low-latitude region. Annals of Harvard College Observatory , keywords =
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, year = 1938, month = oct, volume =
The Present Spectral Characteristics of Sixteen Old Novae. , year = 1938, month = oct, volume =. doi:10.1086/143980 , adsurl =
1938 doi
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, year = 1936, month = dec, volume =
Novae of 1936. , year = 1936, month = dec, volume =. doi:10.1086/124731 , adsurl =
1936 doi
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Astronomische Nachrichten , year = 1934, month = apr, volume =
31 neue Ver \"a derliche. Astronomische Nachrichten , year = 1934, month = apr, volume =. doi:10.1002/asna.19342512103 , adsurl =
1934 doi
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Neue Ver \"a nderliche am S \"u dhimmel. Astronomische Nachrichten , year = 1933, month = sep, volume =. doi:10.1002/asna.19332492303 , adsurl =
1933 doi
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Harvard College Observatory Bulletin , year = 1932, month = may, volume =
New Variable Stars in Aquila. Harvard College Observatory Bulletin , year = 1932, month = may, volume =
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Mitteilungen der Sternwarte zu Sonneberg , year = 1928, month = dec, volume =
Relative Koordinaten, Oerter und Karten der in AN 233.33 angemeldeten neuen Veraenderlichen. Mitteilungen der Sternwarte zu Sonneberg , year = 1928, month = dec, volume =
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Astronomische Nachrichten , year = 1926, month = apr, volume =
Benennung von neu entdeckten ver \"a nderlichen Sternen. Astronomische Nachrichten , year = 1926, month = apr, volume =. doi:10.1002/asna.19262271102 , adsurl =
1926 doi
Reviewed August 1, 2026 · model on record in the stance chip above.
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