About Wildlife Insights AI | Wildlife Insights

Wildlife Insights Artificial Intelligence Models

The Wildlife Insights platform streamlines conservation monitoring by speeding up camera trap data analysis. Researchers who have camera trap data can now upload them to the Google Cloud-based platform, where they can manage, identify and analyze their biodiversity data. Researchers can also run AI models over their data for species identification. Using Google’s open source TensorFlow framework, Google has trained AI models to perform two tasks.

Blank image filtering: We heard from wildlife researchers that many hours are spent doing the arduous manual task of eliminating blanks from a dataset; that is, filtering out images without animals. Our models are tuned to accurately classify blanks, while reducing the possibility of removing valuable images of animals. We set a very high threshold on the required confidence of the model when predicting the blank class, so if we do classify it as a blank, the probability that it is actually a blank is very high.

Species Classification: We trained our AI models to learn to recognize hundreds of species from around the world. Wildlife Insights is an unprecedented partnership among organizations who have spent decades collecting and cataloguing or labelling animals in camera trap images. This is a high-quality training dataset for AI models, consisting of over 8.7M images, larger than all the world’s vertebrate specimen in museums combined.

We need your help! Our current dataset is the largest curated dataset of labeled camera trap images to date, with examples of 614 species. There are many more vertebrate species in the world. You can help us expand our AI capabilities to new species or existing rare species, and improve our accuracy on the species already in the dataset, by adding your data to Wildlife Insights. You can benefit from others sharing data as the models get better and better for the species you care about.

We are driven by a mission to support people who care about preserving wildlife for current and future generations. Our goal is to provide insights for effective conservation management decision-making. We hope you enjoy Wildlife Insights!

Get an inside look at Wildlife Insights AI models predicting
species and blank images in camera trap photos

LEARN MORE ABOUT WILDLIFE INSIGHTS AI:

What data was used to train the Wildlife Insights AI models, and which species can the model identify?

Aside from identifying species, how else can Wildlife Insights AI models help optimize human work reviewing camera trap images?

How accurate are the Wildlife Insights AI models at identifying animals in images?

Will the Wildlife Insights AI models correctly predict the species I care about?

How does the model decide on a particular class?

What parts of the image are important when predicting a class?

What happens when new images are uploaded to Wildlife Insights?

How fast will you return results if I upload 10 or 10,000 images?

What does the “confidence” mean next to an image’s classification?

Will Wildlife Insights AI models be updated?

What taxonomy does Wildlife Insights use?

Can AI identify individuals from species with spots or stripes "naturally marked" animals: e.g., zebras or tigers?

Will Wildlife Insights support videos taken by camera traps?

How can I get Wildlife Insights to analyze my camera trap data?

Does Wildlife Insights analyze humans as a class in the AI models?

Can I help improve the AI models with my camera trap data?

What other plans do you have to improve the AI models?

What data was used to train the Wildlife Insights AI models, and which species can the model identify?

The AI model is trained on images from Conservation International's Tropical Ecology and Monitoring (TEAM) Network, Snapshot Serengeti, Caltech Camera Traps, North American Camera Trap Images, WWF and One Tam, which include 614 species from around the world.

We are adding to this core training dataset frequently on an ongoing basis with data from Wildlife Insights core members: Conservation International, Smithsonian Institution, North Carolina Museum of Natural Sciences, Wildlife Conservation Society, ZSL, and WWF. We have also trained using openly available datasets on lila.science.

Our training data contains images labeled with WI taxonomy including Class > Order > Family > Genus > Species. Species, which is the most granular level, is used as a class label to train a multi-class image classifier.

We are using a deep convolutional neural net for multi-class classification using Google’s open source TensorFlow framework to train an AI model to identify animal species in camera trap images.

Like humans, AI models generally get better at recognizing and identifying animals if they can look at hundreds or thousands of diverse images of that particular species. If you have camera trap data with many images of popular species or even a few images of rare species, we encourage you to contact us to get trusted tester access to Wildlife Insights, so that you can more easily manage and identify your camera trap images and contribute to the accuracy of Wildlife Insights AI models.

Aside from identifying species, how else can Wildlife Insights AI models help optimize human work reviewing camera trap images?

Perhaps most importantly, AI can help identify images without animals where things like blowing grass can trigger a camera, which can be up to 80% of a dataset. Leveraging Google AI Platform Predictions, this functionality alone can dramatically reduce the amount of time spent processing and identifying camera trap data.

The first task for the AI models has been to identify images not containing any animals, since no one wants to look at thousands of empty images. The AI models in Wildlife Insights catch 78.7% of blank images with an error rate of less than 2%. This allows Wildlife Insights users to minimize the amount of human involvement in the process of sifting through millions of images looking for wildlife, and allowing tens to hundreds of machines to do that work for them in a fraction of the time. Upload your images, put computer vision to work for you, and when the results come back you can focus on the images that need your attention.

How accurate are the Wildlife Insights AI models at identifying animals in images?

Across the 614 species that the models have been trained on classes like blue duiker, African elephant, southern pig-tailed macaque or a small antelope called Suni have between 80% and 98.6% probability of being correctly predicted by the AI models.

Categorizing species in camera trap data can be very challenging, even for humans. Data quality can play a huge part in our ability to correctly classify an image, and even human experts struggle with images that are poorly illuminated, blurry, or where the animal is very small, hidden behind vegetation, or far away. There are also many sets of species that are easily confused, like bobcats and lynx. Images that have low data quality or contain easily-confused species are harder for both humans and AI. That said, AI improves when given many, diverse examples of a given species.

This is where you can help! You can correct any mis-labeled species using the Wildlife Insights interface and improve the model accuracy for that species class. In addition, by adding your data to Wildlife Insights, you can help provide sufficient examples of each species to our AI systems so that the species can be accurately identified in the future. By uploading data from your unique camera traps you are not only improving species accuracy. Each individual camera trap has a set of biases, such as the background, perspective on the animals, and lighting conditions. Your data is also increasing the camera diversity of our dataset, and in turn improving the robustness of our AI models to varied camera conditions.

Will the Wildlife Insights AI models correctly predict the species I care about?

Once you’ve uploaded your camera trap images to Wildlife Insights, you will see the per-image classification confidence displayed alongside the image in the Identify section of Wildlife Insights.

You can also look up individual species to see if that species has examples in our current training dataset, and what the model performance is on that class.

Search for a species of your interest. Let’s take an example of mule deer. If there were total 100 images of mule deer in the data you uploaded, we will be able to identify 81 of those as mule deer. This is the recall for the class. If we predict 100 images as mule deer, about 93 of them are likely to be actually mule deer and the other 7 are likely something else. That is the precision for the class.

If you see “Needs More Data” in the metrics, this means our AI model is not able to predict a single class with confidence above a fixed threshold (threshold is tuned manually). This may happen due to a low number of images of this species in training, due to less diversity in the images (e.g. all from same camera location, similar background etc.), or just because the characteristics to identify the species is shared between many species which confuses the model. You can help improve our model accuracy by contributing additional data to Wildlife Insights for your species of interest. As users upload more images - from different regions, more diverse species etc., our AI models will get better at recognizing more species.

If you do not see your species of interest listed it means that we currently have no examples of that species in our dataset. This is all the more reason to contribute, so we can continue to grow the number of supported species in Wildlife Insights.

Learn more about assessing classification accuracy for AI models in general.

Per-Class Performance
Family	Genus	Species	Common Name	# of images	% of Dataset	Precision	Recall
			blank	3757803	43.07190	98.3	78.7
bovidae	connochaetes	taurinus	common wildebeest	252987	2.89974	92.6	77.4
hominidae	homo	sapiens	human	225966	2.59002	84.8	75.2
cervidae	odocoileus	hemionus	mule deer	211995	2.42989	93.3	80.8
dasyproctidae	dasyprocta	punctata	central american agouti	200068	2.29318	90.8	64.9
suidae	sus	scrofa	wild boar	189713	2.17449	91.2	81.2
tayassuidae	pecari	tajacu	collared peccary	183886	2.10770	79.1	69.9
cervidae	cervus	elaphus	red deer	182424	2.09094	90.1	95.3
equidae			equidae family	168077	1.92650	95.2	81.9
bovidae	philantomba	monticola	blue duiker	158797	1.82013	98.2	65.7
cercopithecidae	macaca	nemestrina	southern pig-tailed macaque	120634	1.38271	89.7	82.1
bovidae	eudorcas	thomsonii	thomson's gazelle	108602	1.24480	94.0	80.0
bovidae	cephalophus	nigrifrons	black-fronted duiker	103372	1.18485	92.6	72.2
bovidae	cephalophus	callipygus	peters' duiker	102668	1.17678	95.6	79.6
cervidae			cervidae family	95839	1.09851	90.6	84.5
			bird	92088	1.05551	78.5	70.1
cuniculidae	cuniculus	paca	spotted paca	90873	1.04159	95.6	57.3
cervidae	mazama	americana	red brocket	73954	0.84766	91.1	63.0
bovidae	bos	taurus	domestic cattle	71289	0.81711	69.0	84.1
bovidae	tragelaphus	scriptus	bushbuck	66020	0.75672	97.3	85.4
bovidae	cephalophus	silvicultor	yellow-backed duiker	62009	0.71075	88.8	72.3
psophiidae	psophia	crepitans	gray-winged trumpeter	57720	0.66159	94.6	76.3
procyonidae	procyon	lotor	northern raccoon	57486	0.65890	83.7	50.8
elephantidae	loxodonta	africana	african elephant	56872	0.65187	94.4	84.2
bovidae	cephalophus	harveyi	harvey's duiker	52993	0.60741	95.4	87.3
tayassuidae	tayassu	pecari	white-lipped peccary	51489	0.59017	76.2	55.1
bovidae	syncerus	caffer	african buffalo	48375	0.55447	91.1	73.6
dasyproctidae	dasyprocta	fuliginosa	black agouti	47218	0.54121	89.7	54.1
canidae	canis	latrans	coyote	41676	0.47769	84.4	66.1
dasyproctidae	dasyprocta	leporina	red-rumped agouti	40111	0.45975	94.6	61.6
dasypodidae	dasypus	novemcinctus	nine-banded armadillo	39408	0.45169	77.5	50.3
			car	38342	0.43948	95.8	86.6
dasyproctidae	myoprocta	pratti	green acouchi	36454	0.41784	Needs More Data	Needs More Data
tapiridae	tapirus	terrestris	lowland tapir	35257	0.40412	96.5	75.2
felidae	lynx	rufus	bobcat	34626	0.39688	88.4	73.8
bovidae	alcelaphus	buselaphus	hartebeest	33783	0.38722	83.6	78.0
			bicycle	32773	0.37564	96.6	74.7
sciuridae	otospermophilus	beecheyi	california ground squirrel	32333	0.37060	Needs More Data	Needs More Data
nesomyidae	cricetomys	emini	forest giant pouched rat	32051	0.36737	76.0	75.8
ursidae	ursus	americanus	american black bear	31216	0.35780	73.2	83.0
nesomyidae	cricetomys	gambianus	gambian rat	29868	0.34235	96.3	69.3
suidae	potamochoerus	porcus	red river hog	28256	0.32387	82.7	84.7
cracidae	mitu	tuberosum	razor-billed curassow	28180	0.32300	94.0	93.0
			misfire	26099	0.29915	Needs More Data	Needs More Data
sciuridae	sciurus	carolinensis	eastern gray squirrel	25846	0.29625	98.3	84.1
bovidae	cephalophus	dorsalis	bay duiker	22912	0.26262	90.4	48.8
bovidae	cephalophus	ogilbyi	ogilby's duiker	22382	0.25654	84.1	73.8
cervidae	muntiacus	muntjak	southern red muntjac	22159	0.25399	93.0	75.5
numididae			guineafowl family	21128	0.24217	94.4	80.8
cervidae	cervus	canadensis	domestic elk	21013	0.24085	99.0	95.0
cercopithecidae	cercocebus	sanjei	sanje river mangabey	20892	0.23946	98.5	81.3
giraffidae	giraffa	camelopardalis	giraffe	20666	0.23687	72.4	86.0
suidae	phacochoerus	africanus	common warthog	20051	0.22982	84.1	74.5
bovidae	aepyceros	melampus	impala	19866	0.22770	89.7	77.0
procyonidae	nasua	narica	white-nosed coati	19814	0.22711	83.6	57.1
cervidae	mazama	temama	central american red brocket	19474	0.22321	80.6	49.5
cervidae	mazama	nemorivaga	amazonian brown brocket	19408	0.22245	63.7	51.6
bovidae	nanger	granti	grant's gazelle	19382	0.22216	84.9	42.9
felidae	puma	concolor	puma	18773	0.21518	96.7	86.6
dasyproctidae	myoprocta	acouchy	red acouchi	18642	0.21367	95.8	56.6
leporidae	lepus	americanus	snowshoe hare	18560	0.21273	88.4	71.4
didelphidae	didelphis	virginiana	virginia opossum	18416	0.21108	85.9	61.5
sciuridae	sciurus	griseus	western gray squirrel	18186	0.20845	84.6	49.2
canidae	urocyon	cinereoargenteus	grey fox	17998	0.20629	93.7	79.9
leporidae			rabbit and hare family	17806	0.20409	66.4	47.4
bovidae	bos	primigenius	aurochs	16932	0.19407	94.3	93.8
herpestidae	bdeogale	crassicauda	bushy-tailed mongoose	16857	0.19321	99.3	67.3
felidae	leopardus	pardalis	ocelot	16248	0.18623	82.7	66.0
cracidae	crax	alector	black curassow	16087	0.18439	99.2	80.1
tinamidae	tinamus	major	great tinamou	14638	0.16778	69.3	52.9
hominidae	pan	troglodytes	chimpanzee	14474	0.16590	87.0	71.4
mephitidae	mephitis	mephitis	striped skunk	13850	0.15875	97.6	81.3
bovidae	nesotragus	moschatus	suni	13824	0.15845	92.2	83.7
didelphidae	didelphis	marsupialis	common opossum	13465	0.15434	96.4	52.3
numididae	agelastes	niger	black guineafowl	12991	0.14890	79.6	79.5
hystricidae	atherurus	africanus	african brush-tailed porcupine	12821	0.14695	89.4	42.1
suidae	potamochoerus	larvatus	bushpig	12475	0.14299	96.2	82.9
psophiidae	psophia	leucoptera	white-winged trumpeter	11846	0.13578	97.7	82.9
canidae	canis	lupus familiaris	domestic dog	11828	0.13557	Needs More Data	Needs More Data
cracidae	mitu	salvini	salvin's curassow	11644	0.13346	92.5	86.3
cricetidae	peromyscus		peromyscus species	11403	0.13070	Needs More Data	Needs More Data
corvidae	aphelocoma		aphelocoma species	10605	0.12155	Needs More Data	Needs More Data
felidae	panthera	leo	lion	10372	0.11888	92.0	82.5
cricetidae	neotoma	fuscipes	dusky-footed woodrat	10208	0.11700	Needs More Data	Needs More Data
equidae	equus	caballus	domestic horse	10207	0.11699	Needs More Data	Needs More Data
cervidae	alces	alces	moose	10186	0.11675	92.6	51.3
hyaenidae	crocuta	crocuta	spotted hyaena	9942	0.11396	93.2	69.4
cervidae	odocoileus	virginianus	white-tailed deer	9803	0.11236	Needs More Data	Needs More Data
numididae	guttera	pucherani	pintade huppée	9201	0.10546	Needs More Data	Needs More Data
dasypodidae	dasypus	kappleri	greater long-nosed armadillo	9098	0.10428	Needs More Data	Needs More Data
echimyidae	proechimys	brevicauda	huallaga spiny rat	8663	0.09930	88.7	76.6
echimyidae	proechimys	semispinosus	tome's spiny rat	8273	0.09483	Needs More Data	Needs More Data
tapiridae	tapirus	bairdii	baird's tapir	8019	0.09191	98.2	89.8
tragulidae	tragulus	kanchil	lesser oriental chevrotain	7870	0.09021	87.5	51.0
tapiridae	tapirus	indicus	malay tapir	7397	0.08478	97.0	76.9
cercopithecidae	allochrocebus	lhoesti	l'hoest's monkey	7081	0.08116	98.1	59.5
cercopithecidae	papio	anubis	olive baboon	6918	0.07929	91.7	64.7
bovidae	tragelaphus	oryx	common eland	6733	0.07717	86.1	76.8
cercopithecidae	mandrillus	leucophaeus	drill	6450	0.07393	96.1	72.3
viverridae	genetta	servalina	servaline genet	6088	0.06978	89.2	65.6
canidae	canis	lupus	grey wolf	5889	0.06750	Needs More Data	Needs More Data
bovidae	cephalophus	spadix	abbott's duiker	5819	0.06670	92.5	63.9
hominidae	gorilla	beringei	eastern gorilla	5738	0.06577	86.5	65.2
cercopithecidae	macaca	fascicularis	nicobar crab-eating macaque	5738	0.06577	Needs More Data	Needs More Data
sciuridae			sciuridae family	5736	0.06575	Needs More Data	Needs More Data
bovidae	damaliscus	lunatus	topi	5641	0.06466	81.5	69.3
felidae	felis	catus	domestic cat	5297	0.06071	36.7	40.0
numididae	guttera	plumifera	plumed guineafowl	5249	0.06016	99.8	91.2
sciuridae	funisciurus	leucogenys	orange headed tree squirrel	5235	0.06000	Needs More Data	Needs More Data
phasianidae	argusianus	argus	argos real	5122	0.05871	98.0	68.4
didelphidae	metachirus	nudicaudatus	brown four-eyed opossum	4693	0.05379	Needs More Data	Needs More Data
cracidae	nothocrax	urumutum	nocturnal curassow	4660	0.05341	65.2	41.7
			rodent	4416	0.05062	Needs More Data	Needs More Data
procyonidae	nasua	nasua	south american coati	4414	0.05059	64.5	60.2
mustelidae	eira	barbara	tayra	4260	0.04883	Needs More Data	Needs More Data
threskiornithidae	lophotibis	cristata	madagascar crested ibis	4153	0.04760	Needs More Data	Needs More Data
columbidae	geotrygon	montana	ruddy quail-dove	4034	0.04624	Needs More Data	Needs More Data
sciuridae	tamiasciurus	hudsonicus	red squirrel	4026	0.04615	Needs More Data	Needs More Data
sciuridae	sciurus	igniventris	northern amazon red squirrel	4018	0.04605	Needs More Data	Needs More Data
cercopithecidae	papio		baboon species	4000	0.04585	83.2	48.0
bovidae	redunca		reedbuck species	3918	0.04491	85.4	48.6
phasianidae	meleagris	gallopavo	wild turkey	3770	0.04321	Needs More Data	Needs More Data
hystricidae	hystrix	brachyura	malayan porcupine	3616	0.04145	95.7	58.9
felidae	panthera	pardus	leopard	3461	0.03967	85.2	61.4
felidae	panthera	onca	jaguar	3401	0.03898	95.7	65.1
cercopithecidae	cercopithecus	mitis	blue monkey	3388	0.03883	90.7	60.0
hominidae	gorilla	gorilla	western gorilla	3373	0.03866	Needs More Data	Needs More Data
eupleridae	fossa	fossana	spotted fanaloka	3343	0.03832	94.7	89.9
rallidae	himantornis	haematopus	nkulengu rail	3286	0.03766	47.2	48.6
macroscelididae	rhynchocyon	udzungwensis	grey-faced sengi	3220	0.03691	95.2	56.9
psophiidae	psophia	viridis	dark-winged trumpeter	3201	0.03669	97.2	72.2
eupleridae	cryptoprocta	ferox	fossa	3198	0.03666	Needs More Data	Needs More Data
hippopotamidae	hippopotamus	amphibius	hippopotamus	3178	0.03643	94.6	76.8
bovidae	madoqua		dik-dik species	3174	0.03638	Needs More Data	Needs More Data
felidae	acinonyx	jubatus	cheetah	3157	0.03619	87.0	75.3
sciuridae	tamiasciurus	douglasii	douglass squirrel	3132	0.03590	Needs More Data	Needs More Data
myrmecophagidae	myrmecophaga	tridactyla	giant anteater	2984	0.03420	93.9	54.8
felidae	caracal	aurata	african golden cat	2793	0.03201	Needs More Data	Needs More Data
cracidae	crax	rubra	great curassow	2753	0.03155	95.4	77.8
sciuridae	paraxerus	vexillarius	svynnerton's bush squirrel	2704	0.03099	94.4	51.1
herpestidae	crossarchus	obscurus	common cusimanse	2686	0.03079	87.8	43.9
equidae	equus	asinus	domestic donkey	2665	0.03055	Needs More Data	Needs More Data
canidae			canine family	2574	0.02950	67.4	69.2
sciuridae	protoxerus	stangeri	african giant squirrel	2507	0.02874	98.6	67.6
odontophoridae	callipepla	californica	california quail	2435	0.02791	66.2	58.0
cervidae	rusa	unicolor	sambar	2326	0.02666	Needs More Data	Needs More Data
columbidae	leptotila	rufaxilla	grey-fronted dove	2266	0.02597	Needs More Data	Needs More Data
leporidae	lepus	californicus	black-tailed jackrabbit	2239	0.02566	Needs More Data	Needs More Data
echimyidae	proechimys		proechimys species	2118	0.02428	Needs More Data	Needs More Data
sciuridae	funisciurus	pyrropus	fire-footed rope squirrel	2083	0.02388	Needs More Data	Needs More Data
hystricidae	atherurus	macrourus	asiatic brush-tailed porcupine	2062	0.02363	78.8	45.8
herpestidae	herpestes	naso	long-nosed mongoose	2001	0.02294	90.0	50.9
felidae	leopardus	wiedii	margay	1990	0.02281	Needs More Data	Needs More Data
otididae	ardeotis	kori	kori bustard	1927	0.02209	48.1	52.7
struthionidae	struthio	camelus	common ostrich	1880	0.02155	97.3	63.5
cracidae	penelope	jacquacu	spix's guan	1868	0.02141	36.0	52.4
dasypodidae	dasypus		dasypus species	1868	0.02141	Needs More Data	Needs More Data
sciuridae	sciurus	granatensis	red-tailed squirrel	1817	0.02083	Needs More Data	Needs More Data
procaviidae	dendrohyrax	validus	eastern tree hyrax	1813	0.02078	69.4	68.4
didelphidae	philander	opossum	gray four-eyed opossum	1798	0.02061	Needs More Data	Needs More Data
phasianidae	peliperdix	lathami	forest francolin	1738	0.01992	Needs More Data	Needs More Data
canidae	vulpes	vulpes	red fox	1712	0.01962	85.2	42.4
mustelidae	martes	americana	american marten	1699	0.01947	Needs More Data	Needs More Data
myrmecophagidae	tamandua	mexicana	northern tamandua	1688	0.01935	Needs More Data	Needs More Data
cercopithecidae	cercocebus	torquatus	red-capped mangabey	1670	0.01914	76.9	48.5
nesomyidae	nesomys	rufus	eastern red forest rat	1607	0.01842	Needs More Data	Needs More Data
tinamidae	crypturellus	variegatus	variegated tinamou	1587	0.01819	Needs More Data	Needs More Data
columbidae	turtur	brehmeri	blue-headed wood-dove	1538	0.01763	98.8	43.8
chlamyphoridae	priodontes	maximus	giant armadillo	1512	0.01733	Needs More Data	Needs More Data
sciuridae	sciurus	ignitus	bolivian squirrel	1509	0.01730	Needs More Data	Needs More Data
phasianidae	lophura	diardi	siamese fireback	1489	0.01707	100.0	58.7
ursidae	ursus	arctos	brown bear	1455	0.01668	Needs More Data	Needs More Data
mustelidae	mellivora	capensis	honey badger	1449	0.01661	95.6	59.9
columbidae	leptotila	cassinii	grey-chested dove	1390	0.01593	5.9	40.0
canidae	atelocynus	microtis	short-eared dog	1370	0.01570	Needs More Data	Needs More Data
leporidae	sylvilagus	bachmani	brush rabbit	1324	0.01518	Needs More Data	Needs More Data
cebidae	cebus	albifrons	humboldt's white-fronted capuchin	1320	0.01513	Needs More Data	Needs More Data
felidae	herpailurus	yagouaroundi	jaguarundi	1287	0.01475	Needs More Data	Needs More Data
herpestidae	bdeogale	nigripes	black-legged mongoose	1276	0.01463	Needs More Data	Needs More Data
sagittariidae	sagittarius	serpentarius	secretarybird	1262	0.01447	100.0	72.1
turdidae	ixoreus	naevius	varied thrush	1259	0.01443	Needs More Data	Needs More Data
sciuridae	funisciurus	anerythrus	redness tree squirrel	1258	0.01442	Needs More Data	Needs More Data
tragulidae	hyemoschus	aquaticus	water chevrotain	1249	0.01432	Needs More Data	Needs More Data
tinamidae	tinamus	tao	grey tinamou	1214	0.01391	78.1	52.8
felidae	leptailurus	serval	serval	1193	0.01367	81.2	54.9
phasianidae	pternistis	nobilis	handsome francolin	1191	0.01365	78.6	52.4
canidae	canis		canis species	1164	0.01334	61.5	70.6
leporidae	sylvilagus	brasiliensis	tapeti	1137	0.01303	Needs More Data	Needs More Data
sciuridae	neotamias	sonomae	sonoma chipmunk	1095	0.01255	Needs More Data	Needs More Data
muridae	leopoldamys	sabanus	long-tailed giant rat	1081	0.01239	Needs More Data	Needs More Data
corvidae	corvus		corvus species	1040	0.01192	Needs More Data	Needs More Data
rallidae	aramides	cajaneus	grey-necked wood-rail	1035	0.01186	Needs More Data	Needs More Data
sciuridae	tamias		tamias species	1029	0.01179	2.7	42.1
nandiniidae	nandinia	binotata	african palm civet	1024	0.01174	Needs More Data	Needs More Data
herpestidae	atilax	paludinosus	marsh mongoose	1018	0.01167	Needs More Data	Needs More Data
procyonidae	procyon	cancrivorus	crab-eating raccoon	1016	0.01165	Needs More Data	Needs More Data
elephantidae	elephas	maximus	asian elephant	976	0.01119	79.8	43.2
tragulidae	tragulus	napu	greater oriental chevrotain	949	0.01088	Needs More Data	Needs More Data
columbidae	turtur	tympanistria	tambourine dove	944	0.01082	Needs More Data	Needs More Data
orycteropodidae	orycteropus	afer	aardvark	937	0.01074	98.1	47.7
felidae	lynx	canadensis	canada lynx	892	0.01022	80.8	53.2
cercopithecidae	chlorocebus	pygerythrus	vervet monkey	852	0.00977	Needs More Data	Needs More Data
bovidae	cephalophus	leucogaster	white-bellied duiker	849	0.00973	Needs More Data	Needs More Data
sciuridae	funisciurus	carruthersi	carruther's mountain squirrel	834	0.00956	Needs More Data	Needs More Data
phasianidae	gallus	gallus	red junglefowl	827	0.00948	Needs More Data	Needs More Data
sciuridae	lariscus	insignis	three-striped ground squirrel	824	0.00944	Needs More Data	Needs More Data
phasianidae	falcipennis	canadensis	spruce grouse	807	0.00925	Needs More Data	Needs More Data
cathartidae	cathartes	aura	turkey vulture	796	0.00912	Needs More Data	Needs More Data
tinamidae	crypturellus	soui	little tinamou	795	0.00911	Needs More Data	Needs More Data
lemuridae	eulemur	fulvus	brown lemur	772	0.00885	Needs More Data	Needs More Data
formicariidae	chamaeza	nobilis	striated antthrush	760	0.00871	Needs More Data	Needs More Data
odontophoridae	odontophorus	gujanensis	marbled wood-quail	757	0.00868	Needs More Data	Needs More Data
turdidae	turdus	migratorius	american robin	753	0.00863	Needs More Data	Needs More Data
echimyidae	proechimys	guyannensis	cayenne spiny rat	746	0.00855	Needs More Data	Needs More Data
tinamidae	crypturellus	bartletti	bartlett's tinamou	726	0.00832	45.5	49.0
turdidae	catharus	guttatus	hermit thrush	724	0.00830	Needs More Data	Needs More Data
bovidae	kobus	ellipsiprymnus	waterbuck	722	0.00828	78.3	69.2
canidae	otocyon	megalotis	bat-eared fox	721	0.00826	Needs More Data	Needs More Data
columbidae	aplopelia	larvata	lemon dove	711	0.00815	Needs More Data	Needs More Data
cricetidae	neotoma		neotoma species	703	0.00806	Needs More Data	Needs More Data
cercopithecidae	macaca	leonina	northern pig-tailed macaque	698	0.00800	100.0	47.6
macroscelididae	petrodromus	tetradactylus	four-toed sengi	684	0.00784	Needs More Data	Needs More Data
echimyidae	hoplomys	gymnurus	armored rat	670	0.00768	Needs More Data	Needs More Data
columbidae	nesoenas	picturata	malagasy turtle dove	663	0.00760	Needs More Data	Needs More Data
manidae	phataginus	tricuspis	white-bellied pangolin	661	0.00758	Needs More Data	Needs More Data
felidae	prionailurus	bengalensis	leopard cat	656	0.00752	97.5	79.0
herpestidae			herpestidae family	646	0.00740	Needs More Data	Needs More Data
odontophoridae	odontophorus	stellatus	starred wood-quail	570	0.00653	Needs More Data	Needs More Data
mustelidae	lontra	canadensis	north american river otter	569	0.00652	Needs More Data	Needs More Data
formicariidae	formicarius	analis	black-faced antthrush	569	0.00652	Needs More Data	Needs More Data
tupaiidae	tupaia	glis	common treeshrew	568	0.00651	Needs More Data	Needs More Data
myrmecophagidae	tamandua	tetradactyla	southern tamandua	566	0.00649	Needs More Data	Needs More Data
cervidae	mazama		mazama species	566	0.00649	Needs More Data	Needs More Data
erethizontidae	erethizon	dorsatum	north american porcupine	560	0.00642	90.7	72.2
canidae	canis	adustus	side-striped jackal	549	0.00629	Needs More Data	Needs More Data
cercopithecidae	cercocebus	agilis	agile mangabey	538	0.00617	Needs More Data	Needs More Data
nesomyidae	eliurus	tanala	tanala tuft-tailed rat	533	0.00611	84.2	42.1
phasianidae	dendragapus	fuliginosus	sooty grouse	522	0.00598	Needs More Data	Needs More Data
tragulidae	tragulus		tragulus species	509	0.00583	Needs More Data	Needs More Data
bovidae	capricornis	sumatraensis	sumatran serow	500	0.00573	Needs More Data	Needs More Data
eupleridae	galidictis	fasciata	broad-striped vontsira	470	0.00539	83.3	45.5
sciuridae	paraxerus	boehmi	boehm's bush squirrel	456	0.00523	Needs More Data	Needs More Data
viverridae	civettictis	civetta	african civet	436	0.00500	Needs More Data	Needs More Data
hystricidae			old world porcupine family	431	0.00494	72.7	61.5
cuculidae	coua	reynaudii	red-fronted coua	404	0.00463	Needs More Data	Needs More Data
cervidae	mazama	gouazoubira	gray brocket	400	0.00458	Needs More Data	Needs More Data
eupleridae	galidia	elegans	ring-tailed vontsira	394	0.00452	Needs More Data	Needs More Data
			reptile	389	0.00446	Needs More Data	Needs More Data
ursidae	helarctos	malayanus	sun bear	389	0.00446	Needs More Data	Needs More Data
formicariidae	formicarius	colma	rufous-capped antthrush	362	0.00415	Needs More Data	Needs More Data
procaviidae	dendrohyrax	arboreus	southern tree hyrax	362	0.00415	Needs More Data	Needs More Data
sciuridae	sciurus	spadiceus	southern amazon red squirrel	355	0.00407	Needs More Data	Needs More Data
sciuridae	sciurus	aestuans	guianan squirrel	351	0.00402	Needs More Data	Needs More Data
chlamyphoridae	cabassous	centralis	northern naked-tailed armadillo	350	0.00401	Needs More Data	Needs More Data
viverridae	hemigalus	derbyanus	banded civet	350	0.00401	Needs More Data	Needs More Data
phyllostomidae	desmodus	rotundus	vampire bat	349	0.00400	Needs More Data	Needs More Data
lemuridae	eulemur	rufifrons	red-fronted brown lemur	346	0.00397	Needs More Data	Needs More Data
cercopithecidae	cercopithecus	cephus	moustached monkey	324	0.00371	Needs More Data	Needs More Data
sciuridae	marmota	flaviventris	yellow-bellied marmot	309	0.00354	Needs More Data	Needs More Data
			lizards and snakes	309	0.00354	Needs More Data	Needs More Data
cercopithecidae	piliocolobus	gordonorum	udzungwa red colobus	307	0.00352	Needs More Data	Needs More Data
tragulidae	tragulus	javanicus	javan chevrotain	306	0.00351	Needs More Data	Needs More Data
picidae	colaptes	auratus	yellow-shafted flicker	301	0.00345	Needs More Data	Needs More Data
accipitridae	buteogallus	urubitinga	great black hawk	294	0.00337	Needs More Data	Needs More Data
pycnonotidae	eurillas	gracilis	grey greenbul	290	0.00332	Needs More Data	Needs More Data
accipitridae	buteogallus	schistaceus	slate-colored hawk	283	0.00324	Needs More Data	Needs More Data
hyaenidae	proteles	cristata	aardwolf	281	0.00322	Needs More Data	Needs More Data
cracidae	pipile	pipile	trinidad piping-guan	270	0.00309	Needs More Data	Needs More Data
viverridae	paradoxurus	hermaphroditus	common palm civet	270	0.00309	100.0	64.1
accipitridae	pseudastur	albicollis	white hawk	269	0.00308	Needs More Data	Needs More Data
hyaenidae	hyaena	hyaena	striped hyaena	267	0.00306	Needs More Data	Needs More Data
cebidae	cebus	imitator	panamanian white-faced capuchin	263	0.00301	Needs More Data	Needs More Data
cuculidae	neomorphus	geoffroyi	rufous-vented ground-cuckoo	261	0.00299	Needs More Data	Needs More Data
cercopithecidae	cercopithecus	nictitans	putty-nosed monkey	260	0.00298	Needs More Data	Needs More Data
canidae	speothos	venaticus	bush dog	260	0.00298	Needs More Data	Needs More Data
muridae	rattus	tiomanicus	malaysian field rat	258	0.00296	Needs More Data	Needs More Data
phasianidae	lophura	nycthemera	silver pheasant	252	0.00289	Needs More Data	Needs More Data
			passeriformes order	248	0.00284	Needs More Data	Needs More Data
muridae	rattus	rattus	house rat	246	0.00282	Needs More Data	Needs More Data
erinaceidae	echinosorex	gymnura	moonrat	239	0.00274	Needs More Data	Needs More Data
herpestidae	mungos	mungo	banded mongoose	232	0.00266	Needs More Data	Needs More Data
phasianidae	pternistis	squamatus	scaly francolin	229	0.00262	Needs More Data	Needs More Data
manidae	smutsia	gigantea	giant ground pangolin	225	0.00258	Needs More Data	Needs More Data
suidae	hylochoerus	meinertzhageni	forest hog	224	0.00257	Needs More Data	Needs More Data
cebidae	sapajus	apella	margarita island capuchin	221	0.00253	Needs More Data	Needs More Data
muscicapidae	chamaetylas	poliocephala	brown-chested alethe	220	0.00252	Needs More Data	Needs More Data
macroscelididae	rhynchocyon	cirnei	chequered sengi	218	0.00250	Needs More Data	Needs More Data
corvidae	cyanocitta	stelleri	steller's jay	218	0.00250	Needs More Data	Needs More Data
tinamidae	tinamus	guttatus	white-throated tinamou	215	0.00246	Needs More Data	Needs More Data
tinamidae	crypturellus	cinereus	cinereous tinamou	212	0.00243	Needs More Data	Needs More Data
accipitridae	harpia	harpyja	harpy eagle	209	0.00240	Needs More Data	Needs More Data
accipitridae			accipitridae family	208	0.00238	Needs More Data	Needs More Data
herpestidae	herpestes	brachyurus	short-tailed mongoose	206	0.00236	Needs More Data	Needs More Data
felidae	panthera	tigris	tiger	205	0.00235	Needs More Data	Needs More Data
columbidae	turtur	afer	blue-spotted wood-dove	204	0.00234	Needs More Data	Needs More Data
corvidae	aphelocoma	californica	western scrub-jay	200	0.00229	Needs More Data	Needs More Data
tenrecidae	tenrec	ecaudatus	tailess tenrec	196	0.00225	Needs More Data	Needs More Data
sciuridae	funisciurus	congicus	congo rope squirrel	195	0.00224	Needs More Data	Needs More Data
rallidae	canirallus	oculeus	grey-throated rail	190	0.00218	Needs More Data	Needs More Data
picathartidae	picathartes	oreas	grey-necked rockfowl	190	0.00218	Needs More Data	Needs More Data
cercopithecidae	papio	cynocephalus	yellow baboon	190	0.00218	Needs More Data	Needs More Data
columbidae	chalcophaps	indica	common emerald dove	188	0.00215	Needs More Data	Needs More Data
cracidae	penelope	purpurascens	crested guan	184	0.00211	Needs More Data	Needs More Data
columbidae	columbina	talpacoti	ruddy ground-dove	180	0.00206	Needs More Data	Needs More Data
bovidae	tragelaphus	spekii	sitatunga	178	0.00204	Needs More Data	Needs More Data
corvidae	corvus	brachyrhynchos	american crow	175	0.00201	Needs More Data	Needs More Data
sciuridae	callosciurus	prevostii	prevost's squirrel	175	0.00201	Needs More Data	Needs More Data
cricetidae	hylaeamys	megacephalus	hylaeamys megacephalus	174	0.00199	Needs More Data	Needs More Data
viverridae	arctictis	binturong	binturong	171	0.00196	Needs More Data	Needs More Data
hystricidae	hystrix	africaeaustralis	cape porcupine	167	0.00191	Needs More Data	Needs More Data
felidae	caracal	caracal	caracal	167	0.00191	Needs More Data	Needs More Data
passerellidae	junco	hyemalis	dark-eyed junco	165	0.00189	Needs More Data	Needs More Data
sciuridae	glaucomys	sabrinus	carolina flying squirrel	162	0.00186	Needs More Data	Needs More Data
mustelidae	meles	meles	eurasian badger	157	0.00180	Needs More Data	Needs More Data
tinamidae	crypturellus	undulatus	undulated tinamou	157	0.00180	Needs More Data	Needs More Data
didelphidae	marmosa	regina	short-furred woolly mouse opossum	147	0.00168	Needs More Data	Needs More Data
sciuridae	marmota	caligata	hoary marmot	147	0.00168	Needs More Data	Needs More Data
accipitridae	morphnus	guianensis	crested eagle	145	0.00166	Needs More Data	Needs More Data
cricetidae	neacomys	spinosus	bristly mouse	138	0.00158	Needs More Data	Needs More Data
cricetidae	tylomys	watsoni	watson's climbing rat	130	0.00149	Needs More Data	Needs More Data
cervidae	muntiacus	montanus	sumatran mountain muntjac	130	0.00149	Needs More Data	Needs More Data
ramphastidae	ramphastos	tucanus	red-billed toucan	130	0.00149	Needs More Data	Needs More Data
passerellidae	pipilo	maculatus	spotted towhee	128	0.00147	Needs More Data	Needs More Data
daubentoniidae	daubentonia	madagascariensis	aye-aye	126	0.00144	Needs More Data	Needs More Data
viverridae			civet genet family	123	0.00141	Needs More Data	Needs More Data
cebidae	saimiri	sciureus	common squirrel monkey	122	0.00140	Needs More Data	Needs More Data
muscicapidae	copsychus	albospecularis	merle dyal malgache	120	0.00138	Needs More Data	Needs More Data
corvidae	perisoreus	canadensis	grey jay	118	0.00135	Needs More Data	Needs More Data
threskiornithidae	mesembrinibis	cayennensis	green ibis	117	0.00134	Needs More Data	Needs More Data
viverridae	paguma	larvata	masked palm civet	114	0.00131	Needs More Data	Needs More Data
columbidae	leptotila	verreauxi	white-tipped dove	110	0.00126	Needs More Data	Needs More Data
rallidae	mentocrex	kioloides	madagascar wood-rail	109	0.00125	Needs More Data	Needs More Data
vespertilionidae	myotis		myotis species	108	0.00124	Needs More Data	Needs More Data
turdidae	turdus	albicollis	white-necked thrush	107	0.00123	Needs More Data	Needs More Data
felidae	felis	silvestris	wild cat	107	0.00123	Needs More Data	Needs More Data
phasianidae	lophura	ignita	faisán noble	107	0.00123	Needs More Data	Needs More Data
corvidae	nucifraga	columbiana	clarks nutcracker	104	0.00119	Needs More Data	Needs More Data
manidae	manis	javanica	sunda pangolin	104	0.00119	Needs More Data	Needs More Data
herpestidae	herpestes	urva	crab-eating mongoose	103	0.00118	Needs More Data	Needs More Data
corvidae	corvus	corax	common raven	102	0.00117	Needs More Data	Needs More Data
thryonomyidae	thryonomys	swinderianus	greater cane rat	102	0.00117	Needs More Data	Needs More Data
sciuridae	sciurus	niger	bryant's fox squirrel	100	0.00115	Needs More Data	Needs More Data
pycnonotidae	stelgidillas	gracilirostris	slender-billed greenbul	100	0.00115	Needs More Data	Needs More Data
bucerotidae	lophoceros	alboterminatus	crowned hornbill	99	0.00113	Needs More Data	Needs More Data
accipitridae	buteogallus	anthracinus	common black-hawk	99	0.00113	Needs More Data	Needs More Data
didelphidae	monodelphis	glirina	amazonian red-sided opossum	99	0.00113	Needs More Data	Needs More Data
viverridae	genetta	genetta	common genet	99	0.00113	Needs More Data	Needs More Data
falconidae	micrastur	semitorquatus	collared forest-falcon	98	0.00112	Needs More Data	Needs More Data
mephitidae	spilogale	gracilis	western spotted skunk	97	0.00111	Needs More Data	Needs More Data
cercopithecidae	trachypithecus	obscurus	dusky langur	96	0.00110	Needs More Data	Needs More Data
prionodontidae	prionodon	linsang	banded linsang	96	0.00110	Needs More Data	Needs More Data
cebidae	saimiri	boliviensis	bolivian/peruvian squirrel monkey	92	0.00105	Needs More Data	Needs More Data
brachypteraciidae	atelornis	pittoides	pitta-like ground-roller	92	0.00105	Needs More Data	Needs More Data
thraupidae	islerothraupis	cristata	flame-crested tanager	88	0.00101	Needs More Data	Needs More Data
cricetidae	euryoryzomys	nitidus	elegant rice rat	87	0.00100	Needs More Data	Needs More Data
mustelidae	arctonyx	collaris	greater hog badger	87	0.00100	Needs More Data	Needs More Data
cercopithecidae	macaca	arctoides	stump-tailed macaque	85	0.00097	Needs More Data	Needs More Data
cercopithecidae	colobus	angolensis	angolan colobus	83	0.00095	Needs More Data	Needs More Data
bovidae	cephalophus	weynsi	weyns's duiker	81	0.00093	Needs More Data	Needs More Data
tupaiidae	tupaia	tana	large treeshrew	78	0.00089	Needs More Data	Needs More Data
phasianidae	bonasa	umbellus	ruffed grouse	78	0.00089	Needs More Data	Needs More Data
felidae	leopardus	tigrinus	northern tiger cat	78	0.00089	Needs More Data	Needs More Data
cracidae	penelope	marail	marail guan	78	0.00089	Needs More Data	Needs More Data
accipitridae	spizaetus	ornatus	ornate hawk-eagle	75	0.00086	Needs More Data	Needs More Data
felidae	lynx		lynx species	75	0.00086	Needs More Data	Needs More Data
sciuridae	rhinosciurus	laticaudatus	shrew-faced squirrel	73	0.00084	Needs More Data	Needs More Data
mustelidae	mustela	erminea	stoat	71	0.00081	Needs More Data	Needs More Data
phasianidae	polyplectron	bicalcaratum	grey peacock-pheasant	71	0.00081	Needs More Data	Needs More Data
passerellidae	zonotrichia	leucophrys	white-crowned sparrow	71	0.00081	Needs More Data	Needs More Data
pycnonotidae	bleda	notatus	yellow-lored bristlebill	70	0.00080	Needs More Data	Needs More Data
thraupidae	eucometis	penicillata	grey-headed tanager	70	0.00080	Needs More Data	Needs More Data
herpestidae	herpestes	sanguineus	common slender mongoose	69	0.00079	Needs More Data	Needs More Data
columbidae	zentrygon	frenata	white-throated quail-dove	69	0.00079	Needs More Data	Needs More Data
rallidae	dryolimnas	cuvieri	white-throated rail	68	0.00078	Needs More Data	Needs More Data
felidae	pardofelis	marmorata	marbled cat	67	0.00077	Needs More Data	Needs More Data
tupaiidae	tupaia	belangeri	northern treeshrew	66	0.00076	Needs More Data	Needs More Data
lemuridae	eulemur	rubriventer	red-bellied lemur	66	0.00076	Needs More Data	Needs More Data
felidae	catopuma	temminckii	asiatic golden cat	65	0.00075	Needs More Data	Needs More Data
eupleridae	eupleres	goudotii	eastern falanouc	64	0.00073	Needs More Data	Needs More Data
tinamidae	crypturellus	erythropus	red-legged tinamou	63	0.00072	Needs More Data	Needs More Data
lemuridae	hapalemur	griseus	eastern lesser bamboo lemur	63	0.00072	Needs More Data	Needs More Data
mustelidae	martes	flavigula	yellow-throated marten	63	0.00072	Needs More Data	Needs More Data
mustelidae	taxidea	taxus	american badger	61	0.00070	Needs More Data	Needs More Data
sciuridae	sciurus		sciurus species	60	0.00069	Needs More Data	Needs More Data
columbidae	geotrygon	violacea	violaceous quail-dove	59	0.00068	Needs More Data	Needs More Data
rhinocerotidae			rhinoceros family	59	0.00068	Needs More Data	Needs More Data
indriidae	propithecus	edwardsi	milne-edward's sifaka	56	0.00064	Needs More Data	Needs More Data
rallidae	rallus	madagascariensis	madagascar rail	55	0.00063	Needs More Data	Needs More Data
tenrecidae	setifer	setosus	greater hedgehog tenrec	54	0.00062	Needs More Data	Needs More Data
ursidae	tremarctos	ornatus	spectacled bear	54	0.00062	Needs More Data	Needs More Data
canidae	cuon	alpinus	dhole	53	0.00061	Needs More Data	Needs More Data
bucerotidae	bycanistes	brevis	silvery-cheeked hornbill	52	0.00060	Needs More Data	Needs More Data
nesomyidae	eliurus	webbi	webb's tuft-tailed rat	52	0.00060	Needs More Data	Needs More Data
brachypteraciidae	geobiastes	squamiger	scaly ground-roller	51	0.00058	Needs More Data	Needs More Data
phasianidae	rollulus	rouloul	crested partridge	51	0.00058	Needs More Data	Needs More Data
muscicapidae	stiphrornis	erythrothorax	orange-breasted forest-robin	50	0.00057	Needs More Data	Needs More Data
bucerotidae	ceratogymna	atrata	black-casqued hornbill	50	0.00057	Needs More Data	Needs More Data
felidae	leopardus		leopardus species	48	0.00055	Needs More Data	Needs More Data
pellorneidae	pellorneum	capistratum	rufous-browed babbler	48	0.00055	Needs More Data	Needs More Data
bovidae	capricornis	milneedwardsii	chinese serow	47	0.00054	Needs More Data	Needs More Data
viverridae	viverra	zibetha	large indian civet	47	0.00054	Needs More Data	Needs More Data
echimyidae	proechimys	cuvieri	cuvier's spiny rat	45	0.00052	Needs More Data	Needs More Data
momotidae	baryphthengus	martii	rufous motmot	45	0.00052	Needs More Data	Needs More Data
momotidae	momotus	momota	amazonian motmot	44	0.00050	Needs More Data	Needs More Data
columbidae	leptotila		leptotila species	43	0.00049	Needs More Data	Needs More Data
bucconidae	monasa	atra	black nunbird	42	0.00048	Needs More Data	Needs More Data
columbidae	patagioenas	fasciata	northern band-tailed pigeon	41	0.00047	Needs More Data	Needs More Data
mustelidae	galictis	vittata	greater grison	40	0.00046	Needs More Data	Needs More Data
didelphidae	philander	andersoni	anderson's four-eyed opossum	40	0.00046	Needs More Data	Needs More Data
rallidae	aramides	calopterus	red-winged wood-rail	40	0.00046	Needs More Data	Needs More Data
passerellidae	passerella	iliaca	red fox-sparrow	40	0.00046	Needs More Data	Needs More Data
turdidae	turdus	olivaceus	olive thrush	39	0.00045	Needs More Data	Needs More Data
ardeidae	cochlearius	cochlearius	boat-billed heron	39	0.00045	Needs More Data	Needs More Data
viverridae	genetta	victoriae	giant genet	39	0.00045	Needs More Data	Needs More Data
turdidae	catharus	ustulatus	russet-backed thrush	38	0.00044	Needs More Data	Needs More Data
cricetidae	neotoma	cinerea	bushy-tailed woodrat	37	0.00042	Needs More Data	Needs More Data
mustelidae	mustela	frenata	long-tailed weasel	36	0.00041	Needs More Data	Needs More Data
cracidae	penelope	pileata	white-crested guan	36	0.00041	Needs More Data	Needs More Data
muscicapidae	pogonocichla	stellata	white-starred robin	36	0.00041	Needs More Data	Needs More Data
eurypygidae	eurypyga	helias	sunbittern	36	0.00041	Needs More Data	Needs More Data
viverridae	genetta	tigrina	cape genet	33	0.00038	Needs More Data	Needs More Data
parulidae	setophaga	coronata	myrtle warbler	32	0.00037	Needs More Data	Needs More Data
momotidae	electron	platyrhynchum	broad-billed motmot	31	0.00036	Needs More Data	Needs More Data
cuculidae	centropus	sinensis	greater coucal	31	0.00036	Needs More Data	Needs More Data
thamnophilidae	hylophylax	naevioides	spotted antbird	30	0.00034	Needs More Data	Needs More Data
passerellidae	arremon	taciturnus	pectoral sparrow	30	0.00034	Needs More Data	Needs More Data
mustelidae	pteronura	brasiliensis	giant otter	30	0.00034	Needs More Data	Needs More Data
columbidae	geotrygon	saphirina	sapphire quail-dove	30	0.00034	Needs More Data	Needs More Data
mustelidae	martes	pennanti	fisher	29	0.00033	Needs More Data	Needs More Data
sciuridae	sciurus	variegatoides	variegated squirrel	29	0.00033	Needs More Data	Needs More Data
sciuridae	funisciurus	lemniscatus	ribboned rope squirrel	28	0.00032	Needs More Data	Needs More Data
mustelidae	ictonyx	striatus	zorilla	28	0.00032	Needs More Data	Needs More Data
muridae	apodemus	sylvaticus	long-tailed field mouse	27	0.00031	Needs More Data	Needs More Data
felidae	neofelis	diardi	sunda clouded leopard	27	0.00031	Needs More Data	Needs More Data
columbidae	streptopelia	decipiens	mourning collared-dove	27	0.00031	Needs More Data	Needs More Data
cracidae	penelope	superciliaris	rusty-margined guan	27	0.00031	Needs More Data	Needs More Data
mustelidae	mustela		mustela species	26	0.00030	Needs More Data	Needs More Data
tyrannidae	corythopis	torquatus	ringed antpipit	24	0.00028	Needs More Data	Needs More Data
chlamyphoridae	cabassous	unicinctus	southern naked-tailed armadillo	24	0.00028	Needs More Data	Needs More Data
accipitridae	accipiter	tachiro	african goshawk	24	0.00028	Needs More Data	Needs More Data
viverridae	viverra	megaspila	large-spotted civet	23	0.00026	Needs More Data	Needs More Data
cercopithecidae	presbytis	melalophos	sumatran surili	23	0.00026	Needs More Data	Needs More Data
sciuridae	microsciurus	flaviventer	amazon dwarf squirrel	22	0.00025	Needs More Data	Needs More Data
muridae	lophuromys	woosnami	woosnam's brush-furred rat	22	0.00025	Needs More Data	Needs More Data
felidae	prionailurus	planiceps	flat-headed cat	21	0.00024	Needs More Data	Needs More Data
falconidae	micrastur	mirandollei	slaty-backed forest-falcon	21	0.00024	Needs More Data	Needs More Data
columbidae	ducula	badia	mountain imperial-pigeon	20	0.00023	Needs More Data	Needs More Data
grallariidae	grallaria	guatimalensis	scaled antpitta	20	0.00023	Needs More Data	Needs More Data
columbidae	claravis	pretiosa	blue ground-dove	20	0.00023	Needs More Data	Needs More Data
jacanidae	jacana	jacana	wattled jacana	20	0.00023	Needs More Data	Needs More Data
didelphidae	marmosa	robinsoni	robinson's mouse opossum	20	0.00023	Needs More Data	Needs More Data
hystricidae	trichys	fasciculata	long-tailed porcupine	20	0.00023	Needs More Data	Needs More Data
megalonychidae	choloepus	didactylus	linné's two-toed sloth	20	0.00023	Needs More Data	Needs More Data
aramidae	aramus	guarauna	limpkin	20	0.00023	Needs More Data	Needs More Data
accipitridae	nisaetus	alboniger	blyth's hawk-eagle	20	0.00023	Needs More Data	Needs More Data
erethizontidae	coendou		coendou species	20	0.00023	Needs More Data	Needs More Data
viverridae	viverra	tangalunga	malay civet	20	0.00023	Needs More Data	Needs More Data
cotingidae	porphyrolaema	porphyrolaema	purple-throated cotinga	20	0.00023	Needs More Data	Needs More Data
turdidae	hylocichla	mustelina	wood thrush	20	0.00023	Needs More Data	Needs More Data
cracidae	pipile	cumanensis	blue-throated piping-guan	18	0.00021	Needs More Data	Needs More Data
furnariidae	furnarius	leucopus	hylaeamys megacephalus	18	0.00021	Needs More Data	Needs More Data
muscicapidae	chamaetylas	fuelleborni	white-chested alethe	18	0.00021	Needs More Data	Needs More Data
passerellidae	spizella	passerina	chipping sparrow	18	0.00021	Needs More Data	Needs More Data
cuculidae	coua	caerulea	blue coua	18	0.00021	Needs More Data	Needs More Data
tinamidae	crypturellus	atrocapillus	black-capped tinamou	17	0.00019	Needs More Data	Needs More Data
bovidae	tragelaphus	eurycerus	bongo	17	0.00019	Needs More Data	Needs More Data
accipitridae	buteo	brachypterus	madagascar buzzard	16	0.00018	Needs More Data	Needs More Data
ardeidae	tigrisoma	lineatum	rufescent tiger-heron	16	0.00018	Needs More Data	Needs More Data
picidae	sphyrapicus	nuchalis	red-naped sapsucker	16	0.00018	Needs More Data	Needs More Data
tenrecidae	hemicentetes	nigriceps	highland streaked tenrec	15	0.00017	Needs More Data	Needs More Data
muscicapidae	ficedula	zanthopygia	yellow-rumped flycatcher	15	0.00017	Needs More Data	Needs More Data
tenrecidae	hemicentetes	semispinosus	lowland streaked tenrec	15	0.00017	Needs More Data	Needs More Data
lemuridae	prolemur	simus	greater bamboo lemur	15	0.00017	Needs More Data	Needs More Data
mustelidae	gulo	gulo	wolverine	13	0.00015	Needs More Data	Needs More Data
tyrannidae	empidonax	oberholseri	american dusky flycatcher	13	0.00015	Needs More Data	Needs More Data
accipitridae	nisaetus	cirrhatus	changeable hawk-eagle	13	0.00015	Needs More Data	Needs More Data
atelidae	lagothrix	cana	peruvian woolly monkey	12	0.00014	Needs More Data	Needs More Data
picidae	melanerpes	formicivorus	acorn woodpecker	12	0.00014	Needs More Data	Needs More Data
cercopithecidae	presbytis	siamensis	white-thighed surili	12	0.00014	Needs More Data	Needs More Data
mephitidae	conepatus	semistriatus	striped hog-nosed skunk	12	0.00014	Needs More Data	Needs More Data
phasianidae	francolinus		francolinus species	12	0.00014	Needs More Data	Needs More Data
furnariidae	sclerurus	mexicanus	tawny-throated leaftosser	12	0.00014	Needs More Data	Needs More Data
galagidae	galagoides	demidoff	demidoff's dwarf galago	12	0.00014	Needs More Data	Needs More Data
cervidae	mazama	nana	brazilian dwarf brocket	12	0.00014	Needs More Data	Needs More Data
corvidae	corvus	albicollis	white-necked raven	12	0.00014	Needs More Data	Needs More Data
turdidae	turdus	hauxwelli	hauxwell's thrush	12	0.00014	Needs More Data	Needs More Data
tinamidae	crypturellus	strigulosus	brazilian tinamou	11	0.00013	Needs More Data	Needs More Data
cuculidae	cuculus	rochii	madagascar cuckoo	11	0.00013	Needs More Data	Needs More Data
corvidae	cyanocitta	stelleri	stellers jay	11	0.00013	Needs More Data	Needs More Data
cercopithecidae	cercopithecus	mona	mona monkey	10	0.00011	Needs More Data	Needs More Data
formicariidae	formicarius	nigricapillus	black-headed antthrush	10	0.00011	Needs More Data	Needs More Data
bucerotidae	lophoceros	camurus	dwarf hornbill	10	0.00011	Needs More Data	Needs More Data
pycnonotidae	bleda	syndactylus	red-tailed bristlebill	10	0.00011	Needs More Data	Needs More Data
turdidae	catharus	minimus	gray-cheeked thrush	10	0.00011	Needs More Data	Needs More Data
bucerotidae	bycanistes	fistulator	white-tailed hornbill	10	0.00011	Needs More Data	Needs More Data
rallidae	sarothrura	pulchra	white-spotted flufftail	10	0.00011	Needs More Data	Needs More Data
caviidae	hydrochoerus	isthmius	lesser capybara	10	0.00011	Needs More Data	Needs More Data
muscicapidae	sheppardia	cyornithopsis	lowland akalat	10	0.00011	Needs More Data	Needs More Data
galagidae	euoticus	pallidus	northern needle-clawed galago	10	0.00011	Needs More Data	Needs More Data
columbidae	columba		columba species	10	0.00011	Needs More Data	Needs More Data
erethizontidae	coendou	quichua	coendou quichua	10	0.00011	Needs More Data	Needs More Data
muscicapidae	alethe	castanea	fire-crested alethe	10	0.00011	Needs More Data	Needs More Data
numididae	numida	meleagris	helmeted guineafowl	9	0.00010	Needs More Data	Needs More Data
thamnophilidae	hafferia	fortis	sooty antbird	9	0.00010	Needs More Data	Needs More Data
accipitridae	leucopternis	melanops	black-faced hawk	9	0.00010	Needs More Data	Needs More Data
caviidae	hydrochoerus	hydrochaeris	capybara	9	0.00010	Needs More Data	Needs More Data
malaconotidae	laniarius	aethiopicus	gonolek à ventre blanc	9	0.00010	Needs More Data	Needs More Data
turdidae	geokichla	gurneyi	orange ground-thrush	9	0.00010	Needs More Data	Needs More Data
didelphidae	marmosa	demerarae	woolly mouse opossum	9	0.00010	Needs More Data	Needs More Data
accipitridae	aquila	africana	cassin's hawk-eagle	9	0.00010	Needs More Data	Needs More Data
sciuridae	sundasciurus	hippurus	horse-tailed squirrel	9	0.00010	Needs More Data	Needs More Data
thamnophilidae	dichrozona	cincta	banded antbird	9	0.00010	Needs More Data	Needs More Data
cercopithecidae	macaca	assamensis	assam macaque	9	0.00010	Needs More Data	Needs More Data
bovidae	cephalophus		cephalophus species	9	0.00010	Needs More Data	Needs More Data
gliridae	graphiurus	murinus	woodland dormouse	9	0.00010	Needs More Data	Needs More Data
sciuridae	menetes	berdmorei	berdmore's squirrel	8	0.00009	Needs More Data	Needs More Data
pellorneidae	trichastoma	malaccense	short-tailed babbler	8	0.00009	Needs More Data	Needs More Data
didelphidae	caluromys	derbianus	central american woolly opossum	8	0.00009	Needs More Data	Needs More Data
phasianidae	dendragapus	obscurus	blue grouse	8	0.00009	Needs More Data	Needs More Data
leporidae	sylvilagus	mansuetus	san jose brush rabbit	7	0.00008	Needs More Data	Needs More Data
didelphidae	philander	mondolfii	mondolfi's four-eyed opossum	7	0.00008	Needs More Data	Needs More Data
cracidae	penelope		penelope species	7	0.00008	Needs More Data	Needs More Data
lepilemuridae	lepilemur	microdon	small-toothed sportive lemur	7	0.00008	Needs More Data	Needs More Data
mustelidae	lutra	lutra	eurasian otter	6	0.00007	Needs More Data	Needs More Data
cricetidae	peromyscus	maniculatus	north american deermouse	6	0.00007	Needs More Data	Needs More Data
musophagidae	tauraco	schuettii	black-billed turaco	6	0.00007	Needs More Data	Needs More Data
sciuridae	ratufa	bicolor	black giant squirrel	6	0.00007	Needs More Data	Needs More Data
muscicapidae	dessonornis	caffer	cape robin-chat	6	0.00007	Needs More Data	Needs More Data
accipitridae	accipiter	melanoleucus	black sparrowhawk	6	0.00007	Needs More Data	Needs More Data
accipitridae	accipiter	henstii	henst's goshawk	6	0.00007	Needs More Data	Needs More Data
didelphidae	marmosa	murina	linnaeus's mouse opossum	6	0.00007	Needs More Data	Needs More Data
equidae	equus	ferus	przewalski's horse	6	0.00007	Needs More Data	Needs More Data
mustelidae	martes		martes species	6	0.00007	Needs More Data	Needs More Data
tinamidae	nothocercus	bonapartei	highland tinamou	6	0.00007	Needs More Data	Needs More Data
erethizontidae	coendou	prehensilis	brazilian porcupine	6	0.00007	Needs More Data	Needs More Data
passerellidae	melozone	crissalis	california towhee	6	0.00007	Needs More Data	Needs More Data
			insect	6	0.00007	Needs More Data	Needs More Data
atelidae	ateles	chamek	black-faced black spider monkey	6	0.00007	Needs More Data	Needs More Data
columbidae	turtur	chalcospilos	emerald-spotted wood-dove	6	0.00007	Needs More Data	Needs More Data
gliridae	dryomys	nitedula	forest dormouse	6	0.00007	Needs More Data	Needs More Data
picidae	dendropicos	griseocephalus	olive woodpecker	6	0.00007	Needs More Data	Needs More Data
brachypteraciidae	atelornis	crossleyi	rufous-headed ground-roller	6	0.00007	Needs More Data	Needs More Data
grallariidae	myrmothera	campanisona	thrush-like antpitta	6	0.00007	Needs More Data	Needs More Data
ardeidae	ardea	cocoi	cocoi heron	6	0.00007	Needs More Data	Needs More Data
formicariidae	formicarius	rufifrons	rufous-fronted antthrush	6	0.00007	Needs More Data	Needs More Data
felidae	neofelis	nebulosa	clouded leopard	6	0.00007	Needs More Data	Needs More Data
mustelidae	melogale	personata	large-toothed ferret badger	6	0.00007	Needs More Data	Needs More Data
lemuridae	hapalemur	aureus	golden bamboo lemur	6	0.00007	Needs More Data	Needs More Data
icteridae	molothrus	oryzivorus	giant cowbird	6	0.00007	Needs More Data	Needs More Data
thamnophilidae	myrmelastes	hyperythrus	plumbeous antbird	6	0.00007	Needs More Data	Needs More Data
accipitridae	accipiter	minullus	little sparrowhawk	6	0.00007	Needs More Data	Needs More Data
tinamidae	tinamus		tinamus species	6	0.00007	Needs More Data	Needs More Data
hylobatidae	symphalangus	syndactylus	siamang	5	0.00006	Needs More Data	Needs More Data
didelphidae	marmosa	mexicana	mexican mouse opossum	5	0.00006	Needs More Data	Needs More Data
anatidae	cairina	moschata	muscovy duck	5	0.00006	Needs More Data	Needs More Data
alaudidae	eremophila	alpestris	horned lark	5	0.00006	Needs More Data	Needs More Data
bufonidae	anaxyrus	boreas	western toad	5	0.00006	Needs More Data	Needs More Data
sciuridae	sciurus	gilvigularis	yellow-throated squirrel	5	0.00006	Needs More Data	Needs More Data
muridae	mus		mus species	4	0.00005	Needs More Data	Needs More Data
regulidae	regulus	calendula	ruby-crowned kinglet	4	0.00005	Needs More Data	Needs More Data
			bat	4	0.00005	Needs More Data	Needs More Data
sciuridae	callosciurus	notatus	plantain squirrel	4	0.00005	Needs More Data	Needs More Data
sciuridae	neotamias	obscurus	california chipmunk	4	0.00005	Needs More Data	Needs More Data
troglodytidae	troglodytes	aedon	house wren	4	0.00005	Needs More Data	Needs More Data
corvidae	aphelocoma	unicolor	unicolored jay	4	0.00005	Needs More Data	Needs More Data
rallidae	sarothrura	watersi	slender-billed flufftail	4	0.00005	Needs More Data	Needs More Data
leporidae	sylvilagus	graysoni	tres marias cottontail	4	0.00005	Needs More Data	Needs More Data
rallidae	sarothrura	insularis	madagascar flufftail	3	0.00003	Needs More Data	Needs More Data
cracidae	aburria	aburri	wattled guan	3	0.00003	Needs More Data	Needs More Data
muscicapidae	monticola	sharpei	forest rock thrush	3	0.00003	Needs More Data	Needs More Data
odontophoridae	odontophorus	leucolaemus	black-breasted wood-quail	3	0.00003	Needs More Data	Needs More Data
thryonomyidae	thryonomys	gregorianus	lesser cane rat	3	0.00003	Needs More Data	Needs More Data
campephagidae	coracina	cinerea	ashy cuckooshrike	3	0.00003	Needs More Data	Needs More Data
grallariidae	grallaria	varia	variegated antpitta	3	0.00003	Needs More Data	Needs More Data
thamnophilidae	myrmoderus	ferrugineus	ferruginous-backed antbird	3	0.00003	Needs More Data	Needs More Data
dasyproctidae	dasyprocta		dasyprocta species	3	0.00003	Needs More Data	Needs More Data
cheirogaleidae	cheirogaleus	major	geoffroy's dwarf lemur	3	0.00003	Needs More Data	Needs More Data
leiotrichidae	garrulax	maesi	grey laughingthrush	3	0.00003	Needs More Data	Needs More Data
didelphidae	monodelphis	brevicaudata	northern red-sided opossum	3	0.00003	Needs More Data	Needs More Data
pitheciidae	pithecia	pithecia	white-faced saki	3	0.00003	Needs More Data	Needs More Data
turdidae	myadestes	townsendi	townsends solitaire	3	0.00003	Needs More Data	Needs More Data
phasianidae	arborophila	chloropus	green-legged partridge	3	0.00003	Needs More Data	Needs More Data
sciuridae	sundasciurus	lowii	low's squirrel	3