Abstract
Morphometric estimates of body condition are widely used by ornithologists, but which estimates work best is a matter of debate. We review morphometric approaches (body mass, ratio and residual condition indices, predictive regression models, fat scoring, and abdominal profiles) for estimating body condition (defined as fat mass) in birds. We describe the strengths and weaknesses of each approach. Across diverse indices and species (~200 estimates total), the mean r 2 relating condition indices to mass of body fat was 0.55, and 64% of the r 2 values were greater than 0.50. But despite their generally good performance, condition indices sometimes perform poorly (i.e., r 2 is low). The data indicate that: (1) no single index was clearly best, (2) on average body mass alone, fat scores, and predictive multiple regression equations explained slightly more than 50% of the variation in fat content, (3) on average, ratio and residual indices explained slightly less than 50% of the variation in fat content, and (4) body mass alone, a variable that can be easily and reliably measured, is as good or nearly as good an indicator of fat content as any other condition index. We recommend that: (1) morphometric indicators of condition be empirically validated, (2) researchers publish their body composition data in sufficient detail that they can be used in future analyses exploring the relative merits of different condition indices, and (3) multiple regression directly on measured traits be used instead of condition indices whenever the condition index is not empirically validated.
Zusammenfassung
Morphometrische Parameter zur Indikation der Körperkondition sind unter Ornithologen weit verbreitet, doch welche Parameter am Besten geeignet sind, wird lebhaft diskutiert. Wir stellen hier morphometrische Ansätze zur Indikation der Körperkondition, definiert als Fettmasse, bei Vögeln zusammen (Körpermasse, residuale Konditionsindices, Regressionsmodelle, Fettwert-Schätzungen und abdominales Pofil). Wir beschreiben die Stärken und Schwächen jedes dieser Ansätze. Über die verschiedenen Indices und Arten (insgesamt ~200 Ansätze) hinweg betrug das mittlere Bestimmtheitsmaß R 2 zwischen Konditionsindices und Körpermasse 0,55, und 64% der R 2-Werte waren größer als 0,50. Aber ungeachtet ihrer grundsätzlich ganz guten Bedeutung sind Konditionsindices manchmal sehr schwach (R 2 ist gering). Die Daten deuten an, dass (1) kein Index für sich allein am besten war, (2) insgesamt Körpermasse, Fettwert und Regressionsmodelle etwas mehr als 50% der Variation im Fettgehalt erklärten, (3) im allgemeinen Verhältnisse und residuale Indices weniger als 50% der Variation im Fettgehalt erklärten, und (4) Körpermasse allein, eine leicht und zuverlässig zu bestimmende Größe, nahezu so gut ist als Indikator für den Fettgehalt wie jeder andere Konditionsindex. Wir empfehlen, dass (1) morphometrische Indikatoren der Körperkondition empirisch validiert werden, (2) Forscher ihre Daten zur Körperzusammensetzung so detailliert veröffentlichen, dass sie in zukünftigen Analysen verwendet werden können, um die relative Bedeutung der verschiedenen Konditionsindices überprüfen zu können, und (3) multiple Regressionsanalysen basierend auf den gemessenen Eigenschaften verwendet werden und nicht Konditionsindices, sofern diese nicht empirisch validiert sind.
Similar content being viewed by others
References
Allison DB, Paultre F, Goran MI, Poehlman ET, Heymsfield SB (1995) Statistical considerations regarding the use of ratios to adjust data. Int J Obes 19:644–652
Ankney CD, Afton AD (1988) Bioenergetics of breeding northern shovelers: diet, nutrient reserves, clutch size, and incubation. Condor 90:459–472
Ankney RD, Alisauskas RT (1991) Nutrient-reserve dynamics and diet of breeding female gadwalls. Condor 93:799–810
Anteau MJ, Afton AD (2008) Using plasma-lipid metabolites to index changes in lipid reserves of free-living lesser scaup (Aythya affinis). Auk 125:354–357
Ardia DR (2005) Super size me: an experimental test of the factors affecting lipid content and the ability of residual body mass to predict lipid stores in nestling European starlings. Funct Ecol 19:414–420
Bachman G, Widemo F (1999) Relationships between body composition, body size and alternative reproductive tactics in a lekking sandpiper, the ruff (Philomachus pugnax). Funct Ecol 13:411–416
Bailey RO (1979) Methods of estimating total lipid-content in the redhead duck (Aythya Americana) and an evaluation of condition indexes. Can J Zool 57:1830–1833
Barthelmess EL, Phillips ML, Schuckers ME (2006) The value of bioelectrical impedance analysis vs. condition indices in predicting body fat stores in North American porcupines (Erethizon dorsatum). Can J Zool 84:1712–1720
Barzen JA, Serie JR (1990) Nutrient reserve dynamics of breeding canvasbacks. Auk 107:75–85
Battley PF, Piersma T, Dietz MW, Tang SX, Dekinga A, Hulsman K (2000) Empirical evidence for differential organ reductions during trans-oceanic bird flight. Proc R Soc Lond B 267:191–195
Battley PF, Piersma T, Rogers DI, Dekinga A, Spaans B, Van Gils JA (2004) Do body condition and plumage during fuelling predict northwards departure dates of great knots Calidris tenuirostris from north-west Australia? Ibis 146:46–60
Bech C, Ostnes JE (1999) Influence of body composition on the metabolic rate of nestling European shags (Phalacrocorax aristotelis). J Comp Physiol B 169:263–270
Bergan JF, Smith LM (1993) Survival rates of female mallards wintering in the Playa Lakes region. J Wildl Manag 57:570–577
Bergstrom BJ, Sherry TW (2008) Estimating lipid and lean body mass in small passerine birds using TOBEC, external morphology and subcutaneous fat-scoring. J Avian Biol 39:507–513
Blanchard BD (1941) The white-crowned sparrows (Zonotrichia leucophrys) of the Pacific seaboard: environment and annual cycle. Univ Calif Publ Zool 46:1–180
Bleeker M, Kingma SA, Szentirmai I, Szekely T, Komdeur J (2005) Body condition and clutch desertion in penduline tit Remiz pendulinus. Behaviour 142:1465–1478
Blem CR (1981) Geographic variation in mid-winter body composition of starlings. Condor 83:370–376
Blem CR (1984) Ratios in avian physiology. Auk 101:153–155
Blem CR (1990) Avian energy stores. In: Johnston RF (ed) Current ornithology, vol 7. Plenums, New York, pp 59–114
Blem CR, Shelor MH (1986) Multiple-regression analyses of midwinter fattening of the white-throated sparrow. Can J Zool 64:2405–2411
Blums P, Clark RG, Mednis A (2002) Patterns of reproductive effort and success in birds: path analyses of long-term data from European ducks. J Anim Ecol 71:280–295
Blums P, Nichols JD, Hines JE, Lindberg MS, Mednis A (2005) Individual quality, survival variation and patterns of phenotypic selection on body condition and timing of nesting in birds. Oecologia 143:365–376
Boos M, Zorn T, Koch A, Le Maho Y, Robin JP (2000) Determining body fuels of wintering mallards. CR Acad Sci Life Sci 323:183–193
Boos M, Zorn T, Le Maho Y, Groscolas R, Robin JP (2002) Sex differences in body composition of wintering mallards (Anas platyrhynchos): possible implications for survival and reproductive performance. Bird Study 49:212–218
Bowler JM (1994) The condition of Bewick’s swans Cygnus columbianus bewickii in winter as assessed by their abdominal profiles. Ardea 82:241–248
Briggs SV (1989) Morphological prediction of body condition in maned ducks. Aust Wildl Res 16:605–609
Bromley RG, Jarvis RL (1993) The energetics of migration and reproduction of dusky Canada geese. Condor 95:193–210
Brown ME (1996) Assessing body condition in birds. Curr Ornithol 13:67–135
Burton NHK, Rehfisch MM, Clark NA, Dodd SG (2006) Impacts of sudden winter habitat loss on the body condition and survival of redshank Tringa totanus. J Appl Ecol 43:464–473
Bustnes JO, Erikstad KE, Bjorn TH (2002) Body condition and brood abandonment in common eiders breeding in the high Arctic. Waterbirds 25:63–66
Calder WA III (1984) Size, function, and life history. Harvard University Press, Cambridge
Carpenter FL, Hixon MA, Beuchat CA, Robert W, Russell RW, Paton DC (1993) Biphasic mass gain in migrant hummingbirds: body composition changes, torpor, and ecological significance. Ecology 74:1173–1182
Castro G, Myers JP (1990) Validity of predictive equations for total-body fat in sanderlings from different nonbreeding areas. Condor 92:205–209
Chan K (1995) Comparative study of winter body composition of resident and migrant grey-breasted silvereyes. Auk 112:421–428
Chappell WA, Titman RD (1983) Estimating reserve lipids in greater scaup (Aythya marila) and lesser scaup (A. affinis). Can J Zool 61:35–38
Christe P, Moller AP, de Lope F (1998) Immunocompetence and nestling survival in the house martin: the tasty chick hypothesis. Oikos 83:175–179
Christians JK (2000) Producing extra eggs does not deplete macronutrient reserves in European starlings Sturnus vulgaris. J Avian Biol 31:312–318
Conway CJ, Eddleman WR, Simpson KL (1994) Evaluation of lipid indexes of the wood-thrush. Condor 96:783–790
Costantini D, Casagrande S, Dell’Omo G (2007) MF magnitude does not affect body condition, pro-oxidants and anti-oxidants in Eurasian kestrel (Falco tinnunculus) nestlings. Environ Res 104:361–366
Cox RR, Afton AD (1998) Effects of capture and handling on survival of female northern pintails. J Field Ornithol 69:276–287
Daan S, Masman D, Groenewold A (1990) Avian basal metabolic rates: their association with body composition and energy expenditure in nature. Am J Physiol 259:R333–R340
Darlington RB, Smulders TV (2001) Problems with residual analysis. Animal Behav 62:599–602
DeLong JP, Gessaman JA (2001) A comparison of noninvasive techniques for estimating total body fat in sharp-shinned and Cooper’s hawks. J Field Ornithol 72:349–364
DeVault TL, Rhodes OE, Smith LM (2003) Condition indices for wintering American wigeon. Wildl Soc Bull 31:1132–1137
Dinsmore SJ, Collazo JA (2003) The influence of body condition on local apparent survival of spring migrant sanderlings in coastal North Carolina. Condor 105:465–473
Dombrowski P, Bourgeois JC, Couture R, Linard C (2003) Estimation of carcass fat and protein in northern pintails (Anas acuta) during spring migration. J Wildl Dis 39:620–626
Donnelly RE, Sullivan KA (1998) Foraging proficiency and body condition of juvenile American dippers. Condor 100:385–388
Dufour KW, Weatherhead PJ (1991) A test of the condition-bias hypothesis using brown-headed cowbirds trapped during the breeding-season. Can J Zool 69:2686–2692
Eichhorn G, Visser HK (2008) Evaluation of the deuterium dilution method to estimate body composition in the barnacle goose: accuracy and minimum equilibration time. Physiol Biochem Zool 81:508–518
Evans RM, McMahon BF (1987) Within-brood variation in growth and condition in relation to brood reduction in the American white pelican. Wilson Bull 99:190–201
Feret M, Bety J, Gauthier G, Giroux JF, Picard G (2005) Are abdominal profiles useful to assess body condition of spring staging greater snow geese? Condor 107:694–702
Freckleton RP (2002) On the misuse of residuals in ecology: regression of residuals vs. multiple regression. J Anim Ecol 71:542–545
Fuller WA (1987) Measurement error models. Wiley, New York
Garcia-Berthou E (2001) On the misuse of residuals in ecology: testing regression residuals vs. the analysis of covariance. J Anim Ecol 70:708–711
Gauthier G, Bedard J (1985) Fat reserves and condition indexes in greater snow geese. Can J Zool 63:331–333
Golet GH, Irons DB (1999) Raising young reduces body condition and fat stores in black-legged kittiwakes. Oecologia 120:530–538
Green AJ (2001) Mass/length residuals: measures of body condition or generators of spurious results? Ecology 82:1473–1483
Groscolas R, Schreiber L, Morin F (1991) The use of tritiated-water to determine protein and lipid utilization in fasting birds—a validation-study in incubating great-winged petrels, Pterodroma macroptera. Physiol Zool 64:1217–1233
Hayes JP, Shonkwiler JS (2001) Morphometric indicators of body condition: worthwhile or wishful thinking? In: Spearman JR (ed) Body composition analysis of animals: a handbook of non-destructive methods. Cambridge University Press, Cambridge, pp 8–38
Helms CW, Drury WH Jr (1960) Winter and migratory weight and fat field studies on some North American buntings. Bird Banding 31:1–40
Helms CW, Aussiker WH, Bower EB, Fretwell SD (1967) A biometric study of major body components of the slate-colored junco, Junco hyemalis. Condor 69:560–578
Hohman WL (1993) Body-composition of wintering canvasbacks in Louisiana—dominance and survival implications. Condor 95:377–387
Hohman WL, Taylor TS (1986) Indices of fat and protein for ring-necked ducks. J Wildl Manag 50:209–211
Iverson GC, Vohs PA (1982) Estimating lipid-content of sandhill cranes from anatomical measurements. J Wildl Manag 46:478–483
Jakob EM, Marshall SD, Uetz GW (1996) Estimating fitness: a comparison of body condition indices. Oikos 77:61–67
Jamieson SE, Gilchrist HG, Merkel FR, Falk K, Diamond AW (2006) An evaluation of methods used to estimate carcass composition of common eiders Somateria mollissima. Wildl Biol 12:219–226
Jasienski M, Bazzaz FA (1999) The fallacy of ratios and the testability of models in biology. Oikos 84:321–326
Jehl JR Jr (1997) Cyclical changes in body composition in the annual cycle and migration in the eared grebe Podiceps nigricollis. J Avian Biol 28:132–142
Jenni L, Jenni-Eierman S (1987) Body weight and energy reserves of bramblings in winter. Ardea 75:271–284
Jenni L, Jenni-Eiermann S, Spina F, Schwabl H (2000) Regulation of protein breakdown and adrenocortical response to stress in birds during migratory flight. Am J Physiol 278:R1182–R1189
Johnson DH, Krapu GL, Reinecke KJ, Jorde DG (1985) An evaluation of condition indices for birds. J Wildl Manag 49:569–575
Johnson MD, Sherry TW, Holmes RT, Marra PP (2006) Assessing habitat quality for a migratory songbird wintering in natural and agricultural habitats. Conserv Biol 20:1433–1444
Kaiser A (1992) Fat deposition and theoretical flight range of small autumn migrants in southern Germany. Bird Study 39:96–110
Kaiser A (1993) A new multi-category classification of subcutaneous fat deposits of songbirds. J Field Ornithol 64:246–255
Kotiaho JS (1999) Estimating fitness: comparison of body condition indices revisited. Oikos 87:399–400
Krementz DG, Pendleton GW (1990) Fat scoring—sources of variability. Condor 92:500–507
Lanctot RB, Weatherhead PJ, Kempenaers B, Scribner KT (1998) Male traits, mating tactics and reproductive success in the buff-breasted sandpiper, Tryngites subruficollis. Anim Behav 56:49–432
Landys-Ciannelli MM, Piersma T, Jukema J (2003) Strategic size changes of internal organs and muscle tissue in the bar-tailed godwit during fat storage on a spring stop over site. Funct Ecol 17:151–159
Leafloor JO, Thompson JE, Ankney CD (1996) Body mass and carcass composition of fall migrant oldsquaws. Wilson Bull 108:567–572
Lindstrom A, Kvist A, Piersma T, Dekinga A, Dietz MW (2000) Avian pectoral muscle size rapidly tracks body mass changes during flight, fasting and fuelling. J Exp Biol 203:913–919
Lozano GA, Handford PT (1995) A test of an assumption of delayed plumage maturation hypotheses using female tree swallows. Wilson Bull 107:153–164
Lundgren B, Hedenstrom A, Pettersson J (1995) Correlation between some body components and visible fat index in the willow warbler Phylloscopus trochilus (L.). Ornis Svec 5:75–79
Madsen J, Klaassen M (2006) Assessing body condition and energy budget components by scoring abdominal profiles in free-ranging pink-footed geese Anser brachyrhynchus. J Avian Biol 37:283–287
Madsen J, Riget F (2007) Do embedded shotgun pellets have a chronic effect on body condition of pink-footed geese? J Wildl Manag 71:1427–1430
Mann FE, Sedinger JS (1993) Nutrient-reserve dynamics and control of clutch size in northern pintails breeding in Alaska. Auk 110:264–278
Marshall SD, Jakob EM, Uetz GW (1999) Re-estimating fitness: can scaling issues confound condition indices? Oikos 87:401–402
Meijer T, Rozman J, Schulte M, StachDreesmann C (1996) New findings in body mass regulation in zebra finches (Taeniopygia guttata) in response to photoperiod and temperature. J Zool 240:717–734
Merila J, Wiggins DA (1995) Offspring number and quality in the blue tit: a quantitative genetic approach. J Zool 237:615–623
Miller MR (1989) Estimating carcass fat and protein in northern pintails during the nonbreeding season. J Wildl Manag 53:123–129
Miller MW, Aradis A, Landucci G (2003) Effects of fat reserves on annual apparent survival of blackbirds Turdus merula. J Anim Ecol 72:127–132
Moller AP, Szep T (2002) Survival rate of adult barn swallows Hirundo rustica in relation to sexual selection and reproduction. Ecology 83:2220–2228
Moriguchi S, Amano T, Ushiyama K, Fujita G, Higuchi H (2006) The relationship between abdominal profile index and body condition of greater white-fronted geese Anser albifrons. Ornithol Sci 5:193–198
Moser TJ, Rusch DH (1988) Indices of structural size and condition of Canada geese. J Wildl Manag 52:202–208
Muraoka Y, Schulze CH, Pavlicev M, Wichmann G (2009) Spring migration dynamics and sex-specific patterns in stopover strategy in the wood sandpiper Tringa glareola. J Ornithol 150:313–319
Newton SF (1993) Body condition of a small passerine bird—ultrasonic assessment and significance in overwinter survival. J Zool 229:561–580
Owen M (1981) Abdominal profile—a condition index for wild geese in the field. J Wildl Manag 45:227–230
Perdeck AC (1985) Methods of predicting fat reserves in the coot. Ardea 73:139–146
Petrie SA (2005) Spring body condition, moult status, diet and behaviour of white-faced whistling ducks (Dendrocygna viduata) in northern South Africa. Afr Zool 40:83–92
Phillips RA, Furness RW (1998) Repeatability of breeding parameters in arctic skuas. J Avian Biol 29:190–196
Piersma T (1984) Estimating energy reserves of great crested grebes Podiceps cristatus on the basis of body dimensions. Ardea 72:119–126
Piersma T (1988) Body size, nutrient reserves and diet of red-necked and slavonian grebes Podiceps grisegena and P. auritus on Lake Usselmeer, The Netherlands. Bird Study 35:13–24
Piersma T, Davidson NC (1991) Confusions of mass and size. Auk 108:441–443
Piersma T, Jukema J (2002) Contrast in adaptive mass gains: Eurasian golden plovers store fat before midwinter and protein before prebreeding flight. Proc R Soc Lond B 269:1101–1105
Piersma T, van Brederode NE (1990) The estimation of fat reserves in coastal waders before their departure from Northwest Africa in spring. Ardea 78:221–236
Piersma T, Gudmundsson GA, Lilliendahl K (1999) Rapid changes in the size of different functional organ and muscle groups during refueling in a long-distance migrating shorebird. Physiol Biochem Zool 72:405–415
Pitt JA, Lariviere S, Messier F (2006) Condition indices and bioelectrical impedance analysis to predict body condition of small carnivores. J Mamm 87:717–722
Potti J (1998) Variation in the onset of incubation in the pied flycatcher (Ficedula hypoleuca): fitness consequences and constraints. J Zool 245:335–344
Reinecke KJ, Stone TL, Owen RB Jr (1982) Seasonal carcass composition and energy balance of female black ducks in Maine. Condor 84:420–426
Rising JD, Somers KM (1989) The measurement of overall body size in birds. Auk 106:666–674
Robinson S, Chiaradia A, Hindell MA (2005) The effect of body condition on the timing and success of breeding in little penguins Eudyptula minor. Ibis 147:483–489
Rogers CM (1987) Predation risk and fasting capacity—do wintering birds maintain optimal body-mass. Ecology 68:1051–1061
Rogers CM (1991) An evaluation of the method of estimating body-fat in birds by quantifying visible subcutaneous fat. J Field Ornithol 62:349–356
Rogers CM (2003) New and continuing issues with using visible fat classes to estimate fat stores of birds. J Avian Biol 34:129–133
Rogers CM, Smith JNM (1993) Life-history theory in the nonbreeding period—trade-offs in avian fat reserves. Ecology 74:419–426
Schamber JL, Esler D, Flint PL (2009) Evaluating the validity of using unverified indices of body condition. J Avian Biol 40:49–56
Schulte-Hostedde AI, Zinner B, Millar JS, Hickling GJ (2005) Restitution of mass-size residuals: validating body condition indices. Ecology 86:155–163
Schwilch R, Grattarola A, Spina F, Jenni J (2002) Protein loss during long-distance migratory flight in passerine birds: adaptation and constraint. J Exp Biol 205:687–695
Seewagen CL (2008) An evaluation of condition indices and predictive models for noninvasive estimates of lipid mass of migrating common yellowthroats, ovenbirds, and Swainson’s thrushes. J Field Ornithol 79:80–86
Senar JC, Copete JL, Martin AJ (1997) Behavioural and morphological correlates of variation in the extent of postjuvenile moult in the siskin Carduelis spinus. Ibis 140:661–669
Skagen SK, Knopf FL, Cade BS (1993) Estimation of lipids and lean mass of migrating sandpipers. Condor 95:944–956
Smith LM, Sheeley DG, Wester DB (1992) Condition models for wintering northern pintails in the southern high plains. Gt Basin Nat 52:226–231
Sparling DW, Barzen JA, Lovvorn JR, Serie JR (1992) An evaluation of regression methods to estimate nutritional condition of canvasbacks and other water birds. Biological Reports 3. US Department of the Interior, Fish and Wildlife Service, Washington, DC
Spengler TJ, Leberg PL, Barrow WC (1995) Comparison of condition indexes in migratory passerines at a stopover site in coastal Louisiana. Condor 97:438–444
Stauss M, Segelbacher G, Tomiuk J, Bachmann L (2005) Sex ratio of Parus major and P. caeruleus broods depends on parental condition and habitat quality. Oikos 109:367–373
Swanson DL, Liknes ET, Dean KL (1999) Differences in migratory timing and energetic condition among sex/age classes in migrant ruby-crowned kinglets. Wilson Bull 111:61–69
Thompson JE, Drobney RD (1996) Nutritional implications of molt in male canvasbacks: variation in nutrient reserves and digestive tract morphology. Condor 98:512–526
Thompson CF, Flux JEC (1988) Body-mass and lipid-content at nest-leaving of European starlings in New Zealand. Ornis Scand 19:1–6
Tinbergen JM, Verhulst S (2000) A fixed energetic ceiling to parental effort in the great tit? J Anim Ecol 69:323–334
Totzke U, Fenske M, Huppop O, Raabe H, Schach N (1999) The influence of fasting on blood and plasma composition of herring gulls (Larus argentatus). Physiol Bioch Zool 72:426–437
Tsvey A, Bulyuk VN, Kosarev V (2007) Influence of body condition and weather on departures of first-year European robins, Erithacus rubecula, from an autumn migratory stopover site. Behav Ecol Sociobiol 61:1665–1674
Tu YK, Clerehugh V, Gilthorpe MS (2004) Ratio variables in regression analysis can give rise to spurious results: illustration from two studies in period ontology. J Dent 32:143–151
Tveraa T, Saether B-E, Aanes R, Erikstad KE (1998) Regulation of food provisioning in the antarctic petrel; the importance of parental body condition and chick body mass. J Anim Ecol 67:699–704
van der Meer J, Piersma T (1994) Physiologically inspired regression models for estimating and predicting nutrient stores and their composition in birds. Physiol Zool 67:305–329
Warnock N, Bishop MA (1998) Spring stopover ecology of migrant western sandpipers. Condor 100:456–467
Weatherhead PJ, Brown GP (1996) Measurement versus estimation of condition in snakes. Can J Zool 74:1617–1621
Weimerskirch H, Cherel Y (1998) Feeding ecology of short-tailed shearwaters: breeding in Tasmania and foraging in the Antarctic? Mar Ecol Prog Ser 167:261–274
Wendeln H, Becker PH (1999) Effects of parental quality and effort on the reproduction of common terns. J Anim Ecol 68:205–214
Whyte RJ, Bolen EG (1984) Variation in winter fat depots and condition indexes of mallards. J Wildl Manag 48:1370–1373
Whyte RJ, Baldassarre GA, Bolen EG (1986) Winter condition of mallards on the Southern High Plains of Texas. J Wildl Manag 50:52–57
Wiebe LK, Martin K (1998) Costs and benefits of nest cover for ptarmigan: changes within and between years. Anim Behav 56:1137–1144
Wiebe LK, Wiehn J, Korpimaki E (1998) The onset of incubation in birds: can females control hatching patterns? Anim Behav 55:1043–1052
Wiersma P, Piersma T (1995) Scoring abdominal profiles to characterize migratory cohorts of shorebirds: an example with red knots. J Field Ornithol 66:88–98
Wishart RA (1979) Indices of structural size and condition of American wigeon (Anas americana). Can J Zool 57:2369–2374
Woodall PF (1978) Omental fat—condition index for redbilled teal. J Wildl Manag 42:188–190
Yerkes T, Hobson KA, Wassenaar LI, Macleod R, Coluccy JM (2008) Stable isotopes (delta D, delta C-13, delta N-15) reveal associations among geographic location and condition of Alaskan northern pintails. J Wildl Manag 72:715–725
Yosef R, Markovets M, Mitchell L, Tryjanowski P (2006) Body condition as a determinant for stopover in bee-eaters (Merops apiaster) on spring migration in the Arava Valley, southern Israel. J Arid Environ 64:401–411
Acknowledgments
We thank Jason Schamber for sharing data on fat mass in Northern Pintails. We thank two reviewers for incisive reviews that helped us improve the manuscript. We thank Chris Guglielmo and Scott McWilliams for inviting our participation in a symposium that led to the writing of this manuscript.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by C. G. Guglielmo.
Rights and permissions
About this article
Cite this article
Labocha, M.K., Hayes, J.P. Morphometric indices of body condition in birds: a review. J Ornithol 153, 1–22 (2012). https://doi.org/10.1007/s10336-011-0706-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10336-011-0706-1