Testing Photogrammetry in Assessing Health of Houston Toads (Bufo [=Anaxyrus] houstonensis)

Amanda Fleming , Shashwat Sirsi , Jazmin Mirabal , Michael R. J. Forstner

Ecol. Divers. ›› 2025, Vol. 2 ›› Issue (2) : 10005

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Ecol. Divers. ›› 2025, Vol. 2 ›› Issue (2) :10005 DOI: 10.70322/ecoldivers.2025.10005
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Testing Photogrammetry in Assessing Health of Houston Toads (Bufo [=Anaxyrus] houstonensis)
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Abstract

The Houston toad (Bufo [=Anaxyrus] houstonensis) is an endangered amphibian species that occupies a small range in Texas, USA. Despite recent increases in juvenile detections, obtaining data is limited by a narrow temporal window of juvenile emergence. This necessitates the rapid collection of ecological data. Because of this, we seek to test the quality of image-based measurements as an alternative to assessing the body condition of Houston toads. We used caliper- and image-based measurements of wild-caught adult toads and captive-bred juveniles, while recording handling time for each method with the juveniles. We compared scaled mass indices (SMI) and residuals from ordinary least squares regressions (OLS) between methods and life stages. Handling time of juvenile toads was significantly lower (p < 0.0001) for the image-based trial than the caliper-based trial. While SMI values violated key assumptions for a valid Condition index (CI), OLS condition index values did not. OLS condition values from the image-based trial were also not statistically significantly different to those from the caliper-based trial. These observations suggest that our image-based measurement technique is a valuable alternative to gaining morphometric data, and that applying this data to an OLS residual index is a more appropriate approach to monitoring individual- and population-level health in Houston toads.

Keywords

Photogrammetry / Houston toads / Body condition / Endangered species / Conservation / Juveniles

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Amanda Fleming, Shashwat Sirsi, Jazmin Mirabal, Michael R. J. Forstner. Testing Photogrammetry in Assessing Health of Houston Toads (Bufo [=Anaxyrus] houstonensis). Ecol. Divers., 2025, 2(2): 10005 DOI:10.70322/ecoldivers.2025.10005

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Supplementary Materials

The following supporting information can be found at: https://www.sciepublish.com/article/pii/583, Figure S1:Plot representing correlation of scaled mass index (SMI) values and snout urostyle length (SUL) in juvenile Houston toads (Bufo [=Anaxyrus] houstonensis); Figure S2: Plot representing correlation of scaled mass index (SMI) values and snout urostyle length (SUL) in adult Houston toads (Bufo [=Anaxyrus] houstonensis ); Figure S3: Plot representing correlation of residual condition indices and snout urostyle length (SUL) in juvenile Houston toads (Bufo [=Anaxyrus] houstonensis); Figure S4: Plot representing correlation of residual condition indices and snout urostyle length (SUL) in adult Houston toads (Bufo [=Anaxyrus] houstonensis.

Acknowledgments

We thank the United States Fish and Wildlife Service, Texas Department of Transportation, Texas State University,Houston Zoo Inc., Fort Worth Zoo, and Dallas Zoo for their collaborative efforts in enabling recovery measures for Houston toads. We would also like to thank Ferris Zughaiyir, Jim Bell, and DJ Stout for their assistance with and facilitation of field work. Finally, we thank Saunders Drukker for analytical tips.

Author Contributions

Conceptualization, M.R.J.F., S.S., and J.M, Data Collection, S.S. and J.M., Data Analysis, S.S. and A.F., Data Curation, S.S. and J.M., Writing—Original Draft Preparation, A.F., Writing—Review & Editing, A.F., S.S., M.R.J.F., and J.M., Visualization, S.S., Supervision, M.R.J.F., Project Administration, M.R.J.F., Funding Acquisition, M.R.J.F. All authors have read and agreed to publish the manuscript.

Ethics Statement

Sample collection from toads was authorized under a USFWS permit (TE039544-0) and a TPWD scientific research permit (SPR-0102-191). Our experimental protocol was approved on 10 September 2024 by the Texas State University Institutional Animal Care and Use Committee (Approval number: 35141129; Protocol number: 9698). We adhered to the Animals in Research: Reporting On Wildlife (ARROW) guidelines by taking all measures to mitigate stress.

Informed Consent Statement

Not Applicable.

Data Availability Statement

R scripts used in analyses will be made available by the corresponding author upon reasonable request.

Funding

This research was funded by United States Fish and Wildlife Service as well as Texas Department of Transportation.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

References

[1]

Lowe WH. Linking Dispersal to Local Population Dynamics: A Case Study Using a Headwater Salamander System. Ecology 2003, 84, 2145-2154. doi:10.1890/0012-9658(2003)084[2145:Ldtlpd]2.0.Co;2.

[2]

Guy Morrison RI, Davidson NC, Wilson JR. Survival of the fattest: body stores on migration and survival in red knots Calidris canutus islandica. J. Avian Biol. 2007, 38, 479-487. doi:10.1111/j.0908-8857.2007.03934.x.

[3]

Scott DE, Casey ED, Donovan MF, Lynch TK. Amphibian lipid levels at metamorphosis correlate to post-metamorphic terrestrial survival. Oecologia 2007, 153, 521-532. doi:10.1007/s00442-007-0755-6.

[4]

Tsvey A, Bulyuk VN, Kosarev V. Influence of body condition and weather on departures of first-year European robins, Erithacus rubecula, from an autumn migratory stopover site. Behav. Ecol. Sociobiol. 2007, 61, 1665-1674. doi:10.1007/s00265-007-0397-z.

[5]

Peig J, Green AJ. The paradigm of body condition: a critical reappraisal of current methods based on mass and length. Funct. Ecol. 2010, 24, 1323-1332. doi:10.1111/j.1365-2435.2010.01751.x.

[6]

Mckinney MA, Atwood T, Dietz R, Sonne C, Iverson SJ, Peacock E. Validation of adipose lipid content as a body condition index for polar bears. Ecol. Evol. 2014, 4, 516-527.

[7]

Stevenson RD, Woods WA. Condition indices for conservation: new uses for evolving tools. Integr. Comp. Biol. 2006, 46, 1169-1190.

[8]

Green AJ. Mass/Length Residuals: Measures of Body Condition or Generators of Spurious Results? Ecology 2001, 82, 1473-1483. doi:10.1890/0012-9658(2001)082[1473:Mlrmob]2.0.Co;2.

[9]

ÓSkarsson GJ. Variation in body condition, fat content and growth rate of Icelandic summer‐spawning herring Clupea harengus L. J. Fish Biol. 2008, 72, 2655-2676. doi:10.1111/j.1095-8649.2008.01886.x.

[10]

Bancila RA, Hartel T, Plăiaşu R, Smets J, Cogălniceanu D. Comparing three body condition indices in amphibians: a case study of yellow-bellied toad Bombina variegata. Amphibia-Reptilia 2010, 31, 558-562. doi:10.1163/017353710X518405Short.

[11]

Jakob EM, Marshall SD, Uetz GW. Estimating Fitness: A Comparison of Body Condition Indices. Oikos 1996, 77, 61-67.

[12]

Falk BG, Snow RW, Reed RN. A validation of 11 body-condition indices in a giant snake species that exhibits positive allometry. PLoS One 2017, 12, e0180791. doi:10.1371/journal.pone.0180791.

[13]

Peig J, Green AJ. New perspectives for estimating body condition from mass/length data: the scaled mass index as an alternative method. Oikos 2009, 118, 1883-1891. doi:10.1111/j.1600-0706.2009.17643.x.

[14]

Lowe WH, Nislow KH, Likens GE. Forest structure and stream salamander diets: Implications for terrestrial-aquatic connectivity. 2005, 29, 279-286. doi:10.1080/03680770.2005.11902014.

[15]

Davis TM, Maerz JC. Spot symmetry predicts body condition in spotted salamanders, Ambystoma maculatum. Appl. Herpetol. 2007, 4, 195-205. doi:10.1007/978-3-540-34533-6_8.

[16]

Moldowan PD, Tattersall GJ, Rollinson N. Climate-associated decline of body condition in a fossorial salamander. Glob. Chang Biol. 2022, 28, 1725-1739. doi:10.1111/gcb.15766.

[17]

MacCracken JG, Stebbings JL. Test of a Body Condition Index with Amphibians. J. Herpetol. 2012, 46, 346-350. doi:10.1670/10-292.

[18]

Brown LE. Natural Hybridization and Trend toward Extinction in Some Relict Texas Toad Populations. Southwest. Nat. 1971, 16, 185-199.

[19]

Forstner MRJ, Dixon JR. Houston Toad (Bufo houstonensis) 5-Year Review: Summary and Evaluation. Submitted to TPWD and USFWS March 30, 2010. 64 pgs. Available online: https://ecosphere-documents-production-public.s3.amazonaws.com/sams/public_docs/species_nonpublish/1891.pdf. (accessed on 23 June 2025).

[20]

Sirsi S, Rodriguez D, Forstner MRJ. Using genome-wide data to ascertain taxonomic status and assess population genetic structure for Houston toads (Bufo [= Anaxyrus] houstonensis). Sci. Rep. 2024, 14, 3306. doi:10.1038/s41598-024-53705-w.

[21]

Brown LE, Mesrobian A. Houston Toads and Texas Politics. In Amphibian Declines; University of California Press: Berkeley, CA, USA, 2005; pp. 150-167.

[22]

Duarte A, Brown DJ, Forstner MRJ. Documenting Extinction in Real Time: Decline of the Houston Toad on a Primary Recovery Site. J. Fish Wildlife Manag. 2014, 5, 363-371. doi:10.3996/112013-jfwm-071.

[23]

Forstner MRJ,Crump P. Houston toad population supplementation in Texas, USA. In Global Re-introduction Perspectives: 2011, Soorae PS, Ed.; IUCN/SSC Re-introduction Specialist Group & Abu Dhabi Environment Agency: Gland, Switzerland, 2011; pp. 71-76.

[24]

Duarte A, Brown DJ, Forstner MRJ. Estimating Abundance of the Endangered Houston Toad on a Primary Recovery Site. J. Fish Wildlife Manag. 2011, 2, 207-215. doi:10.3996/072011-jfwm-041.

[25]

Jones MC, Dixon JR, Forstner MRJ. Is Bigger Always Better? Mate Selection in the Houston Toad (Bufo houstonensis). J. Herpetol. 2011, 45, 455-456.

[26]

Greuter KL.Early Juvenile Ecology of the Endangered Houston Toad, Bufo houstonensis (Anura: Bufonidae). Master’s thesis, Texas State University, San Marcos, TX, USA, 2004.

[27]

Swannack TM, Grant WE, Forstner MRJ. Projecting population trends of an endangered amphibian species in the face of uncertainty: A pattern-oriented approach. Ecol. Model. 2009, 220, 148-159.

[28]

Hatfield JS, Price AH, Diamond DD, True CD. Houston toad (Bufo houstonensis) in Bastrop County, Texas:need for protecting multiple subpopulations. In Species Conservation and Management: Case Studies; Akcakaya HR, Burgman MA, Kindvall O, Wood CC, Sjogren-Gulve P, Hatfield JS, McCarthy CA,Eds.; Oxford University Press: Oxford, UK, 2004; pp. 292-298.

[29]

Forstner MRJ, McHenry D, Gaston M, Villalobos L, Crump P, McCracken S, et al.The Houston toad 2007: annual research and monitoring. Submitted to the USFWS and collaborating partners. 20pgs.

[30]

Bell J, Bassett LG, Zughaiyir FZ, Stout DJ, Forstner MRJ. Houston Toad 2021 Final Report for the Griffith League Ranch and Lost Pines Scout Reserve, Bastrop County, Texas; Privately published: Seguin, TX, USA, 2021.

[31]

Zughaiyir FZ, Sirsi S, Rodriguez D, McHenry DJ, Forstner MRJ. Measuring interspecific admixture in endangered Houston toads (Bufo [= Anaxyrus] houstonensis) at a main recovery site in the Lost Pines ecosystem of Texas, USA. Conserv. Genet. 2024, 25, 1337-1351. doi:10.1007/s10592-024-01645-3.

[32]

Bliley JM, Woodley SK. The effects of repeated handling and corticosterone treatment on behavior in an amphibian (Ocoee salamander: Desmognathus ocoee). Physiol. Behav. 2012, 105, 1132-1139. doi:10.1016/j.physbeh.2011.12.009.

[33]

Meise K, Mueller B, Zein B, Trillmich F. Applicability of single-camera photogrammetry to determine body dimensions of pinnipeds: Galapagos sea lions as an example. PLoS One 2014, 9, e101197. doi:10.1371/journal.pone.0101197.

[34]

Ramos EA, Landeo-Yauri S, Castelblanco-Martínez N, Arreola MR, Quade AH, Rieucau G. Drone-based photogrammetry assessments of body size and body condition of Antillean manatees. Mammal. Biol. 2022, 102, 765-779. doi:10.1007/s42991-022-00228-4.

[35]

Siers SR. Allometric Regression of Snake Body Length from Head Image Measurements. Wildlife Soc. Bull. 2021, 45, 538-545. doi:10.1002/wsb.1213.

[36]

Weatherhead PJ, Brown GP. Measurement versus estimation of condition in snakes. Can. J. Zool. 1996, 74, 1617-1621. doi:10.1139/z96-179.

[37]

Mott CL, Albert SE, Steffen MA, Uzzardo JM. Assessment of digital image analyses for use in wildlife research. Wildlife Biol. 2010, 16, 93-100. doi:10.2981/09-010.

[38]

Lambert MR, Yasuda CM, Todd BD. Evaluation of a photographic technique for estimating body size in lizards from a distance. Herpetological Conserv. Biol. 2012, 7, 83-88.

[39]

Davis AK,Connell LL, Grosse A, Maerz JC. A Fast, Non-invasive Method of Measuring Growth in Tadpoles Using Image Analysis. Herpetol. Rev. 2008, 39, 56-58.

[40]

Arismendi I, Bury G, Zatkos L, Snyder J, Lindley D. A method to evaluate body length of live aquatic vertebrates using digital images. Ecol. Evol. 2021, 11, 5497-5502. doi:10.1002/ece3.7444.

[41]

McHenry D.Genetic Variation and Population Structure in the Endangered Houston Toad in Contrast to its Common Sympatric Relative, the Coastal Plain Toad. PhD Thesis, University of Missouri-Columbia, Columbia, MO, USA, 2010.

[42]

Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 years of image analysis. Nat. Method. 2012, 9, 671-675.

[43]

Team RC. R: A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2023.

[44]

Bates D, Maechler M, Bolker B, Walker S. Linear Mixed-Effects Models Using 'Eigen' and S4; 2025. Available online: https://cran.r-project.org/web/packages/lme4/index.html. (accessed on 23 June 2025).

[45]

Kuznetsova A, Brockhoff PB, Christensen RHB. lmerTest Package: Tests in Linear Mixed Effects Models. J. Stat. Software 2017, 82, 1-26. doi:10.18637/jss.v082.i13.

[46]

Warton D,Duursma R, Falster D, Taskinen S. (Standardised) Major Axis Estimation and Testing Routines, 2022. Available online: https://cran.r-project.org/web/packages/smatr/smatr.pdf. (accessed on 23 June 2025).

[47]

Brodeur JC, Damonte MJ, Vera Candioti J, Poliserpi MB, D'Andrea MF, Bahl MF. Frog body condition: Basic assumptions, comparison of methods and characterization of natural variability with field data from Leptodactylus latrans. Ecol. Indicators 2020, 112, 106098-106098. doi:10.1016/j.ecolind.2020.106098.

[48]

Zhelev ZM, Minchev DS. Body condition based on scaled mass index in adult Pelophylax ridibundus (Amphibia: Ranidae) inhabiting a polluted area in Southern Bulgaria. Biologia 2023, 79, 201-213. doi:10.1007/s11756-023-01521-4.

[49]

Estrada A, Medina D, Gratwicke B, Ibanez R, Belden LK. Body condition, skin bacterial communities and disease status: insights from the first release trial of the limosa harlequin frog, Atelopus limosus. Proc. Biol. Sci. 2022, 289, 20220586. doi:10.1098/rspb.2022.0586.

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