Protein Family IF05900

Metagenome Isolate
199 Members
155 Samples
89 Scaffolds
316.06 Avg Length

🧬 Representative Sequence

ID
3300042601|Ga0466707_214516|Ga0466707_214516_45267_46301
Length
344 aa
Sequence
LKNNALFGDSKANKNKRRFLMMNTFPYTTDKTKRYHSWNYALREEFGGKIFKVPVDGGFDCPNRDGTVAHGGCTFCSVSGSGDMIVAPNDPLPMQFHKEVDMMHQKWPTVEKYIVYFQNFTNTHAPVEVIRERFEQVVNMPGVVGLSVGTRPDCLPPEVVDYLAELNERLYLWVELGLQTTYEETSRLINRAHDYPTYVDAVERLRAHNIRVCTHLINGLPGETLDMMRENVRRTILDSDIQGIKLHLLHLMRNTRMTRDYHEGKLQLMKKEDYVNVICDQLELIPEEIIIHRLTGDAPWDSLIGPMWSQKKWEVLNAIDNELARRNSWQGKRNIRKTESGLLC

πŸ“Š Sample Types

Isolate 55.3%
Metagenome 44.7%
MAG 0.0%
Metatranscriptome 0.0%
Single Cell 0.0%

πŸ› Taxa Family Distribution

Unclassified 15.2%
Termitidae 13.8%
Apidae 8.7%
Blattidae 8.0%
Scarabaeidae 7.2%
Tenebrionidae 6.5%
Elmidae 5.1%
Pyralidae 4.3%
Kalotermitidae 4.3%
Drosophilidae 4.3%
Rhinotermitidae 2.2%
Formicidae 2.2%
Bombycidae 2.2%
Noctuidae 1.4%
Culicidae 1.4%
Armadillidiidae 1.4%
Libellulidae 0.7%
Hydrophilidae 0.7%
Eresidae 0.7%
Curculionidae 0.7%
Termopsidae 0.7%
Euphausiidae 0.7%
Calliphoridae 0.7%
Vespidae 0.7%
Hodotermitidae 0.7%
Dytiscidae 0.7%
Gomphidae 0.7%
Nephropidae 0.7%
Ocypodidae 0.7%
Passalidae 0.7%
Penaeidae 0.7%
Portunidae 0.7%

🌳 Taxonomy

Archaea 0
Bacteria 179
Eukaryota 0
Viruses 0
Unclassified 20

πŸ—‚οΈ Samples

#Sample IDDescriptionTypeTaxa Family
1 8114541043 Enterococcus sp. 7F3_DIV0205 7F3_DIV0205 Isolate Libellulidae
2 2843246524 Lysinibacillus sphaericus DSM 28 Isolate Unclassified
3 2864895409 Bacillus aerius S00152 Isolate Elmidae
4 2873581347 Vagococcus hydrophili HDW17B Isolate Hydrophilidae
5 2916873227 Bacillus thuringiensis sv. berliner ATCC 10792 Isolate Pyralidae
6 2940221333 Paenibacillus sp. PastF-3 Isolate Blattidae
7 2940425923 Paenibacillus sp. PastH-4 Isolate Blattidae
8 2563367190 Bacillus thuringiensis sv. aizawai Leapi01 Isolate Noctuidae
9 2595698197 Melissococcus plutonius H6 Isolate Apidae
10 2791355481 Bacillus sp. ZY-1-1 Isolate Scarabaeidae
11 650716050 Melissococcus plutonius ATCC 35311 Isolate Unclassified
12 8007211731 Enterococcus larvae BWM-S5 Isolate Scarabaeidae
13 8022725327 Bacillus sp. SN10 Isolate Eresidae
14 8022781829 Bacillus sp. VKPM B-3276 Isolate Culicidae
15 3300042601 Termite gut microbial communities of Hodotermopsis sjoestedti from Tam Dao National Park, Vietnam - Hs463 Metagenome Unclassified
16 3300042609 Termite gut microbial communities of Prorhinotermes canalifrons from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Pc512 Metagenome Rhinotermitidae
17 3300042620 Termite gut microbial communities of Roisinitermes ebogoensis from Ebogo II, Mbalmayo, Cameroon - Roe453 Metagenome Kalotermitidae
18 2983866074 Paenibacillus polymyxa A18 Isolate Unclassified
19 3300002508 Microcerotermes parvus P1 segment gut microbial communities from Pointe-Noire, Republic of the Congo - Th196 P1 Metagenome Termitidae
20 3300005083 Mastotermes darwiniensis gut microbial communities from University of Queensland, Australia under feeding trial Metagenome Unclassified
21 3300012837 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972I_E6 MG Metagenome Armadillidiidae
22 8114549044 Enterococcus sp. 9D6_DIV0238 9D6_DIV0238 Isolate
23 2822232166 Bacillus toyonensis AFS084242 Isolate Scarabaeidae
24 2890957088 Psychrobacillus lasiicapitis NEAU-3TGS17 Isolate Formicidae
25 2940386776 Paenibacillus sp. PastF-1 Isolate Blattidae
26 2523231078 Paenibacillus larvae larvae 4-309, DSM 25430 Isolate Apidae
27 2524614537 Lysinibacillus sphaericus OT4b.31 Isolate Unclassified
28 2595698198 Melissococcus plutonius L9 Isolate Apidae
29 2751185832 Lysinibacillus sp. AR18-8 Isolate Unclassified
30 3300056790 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_LDPE (version 2) Metagenome Tenebrionidae
31 3300056856 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_PP (version 2) Metagenome Tenebrionidae
32 647533136 Enterococcus faecalis Fly1 Isolate Drosophilidae
33 8007220153 Enterococcus sp. BWB1-3 Isolate Scarabaeidae
34 3300042602 Termite gut microbial communities of Mastotermes darwinensis from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Md513 Metagenome Unclassified
35 3300042612 Termite gut microbial communities of Glyptotermes sp. from Ebogo II, Mbalmayo, Cameroon - Gx485 Metagenome Kalotermitidae
36 3300003973 Ips typographus gut microbial communities from Hannover, Germany - first DNA extraction october 2014, adult beetle Metagenome Curculionidae
37 3300012847 Enriched pill bug-associated microbial communities from UW Madison campus, WI, USA - HID1972M_E1 MG Metagenome Armadillidiidae
38 8114537524 Enterococcus sp. 12C11_DIV0727 12C11_DIV0727 Isolate
39 2825804107 Enterococcus durans BDGP3 Isolate Drosophilidae
40 2850695442 Lactococcus allomyrinae 1JSPR-7 Isolate Scarabaeidae
41 2855361764 Lysinibacillus fusiformis Juneja Isolate Drosophilidae
42 2864909992 Bacillus velezensis S00166 Isolate Elmidae
43 2940400224 Paenibacillus sp. PastM-2 Isolate Blattidae
44 2595698199 Melissococcus plutonius 60 Isolate Apidae
45 3300042621 Termite gut microbial communities of Reticulitermes flavipes from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Rs511 Metagenome Rhinotermitidae
46 3300042635 Termite gut microbial communities of Globitermes sulphureus from Bubeng, China - Glo450 Metagenome Termitidae
47 3300042648 Termite gut microbial communities of Incisitermes snyderi from Fort Lauderdale Research & Education Center, Florida, USA - Iy174 Metagenome Kalotermitidae
48 8007215774 Enterococcus sp. BWR-S5 Isolate Scarabaeidae
49 8007237282 Enterococcus sp. DIV0212c Isolate
50 8018794549 Enterococcus sp. 6D12_DIV0197 6D12_DIV0197 Isolate
51 8018798118 Enterococcus sp. 7D2_DIV0200 7D2_DIV0200 Isolate
52 8061039349 Bacillus thuringiensis sv. galleriae BGSC 4G4 Isolate Bombycidae
53 3300042616 Termite gut microbial communities of Neotermes castaneus from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Nc350 Metagenome Kalotermitidae
54 3300005071 Porotermes gut microbial communities from Mount Glorious, Queensland, Australia - TN01 Metagenome Termopsidae
55 8112490586 Staphylococcus muscae CCM 4175 Isolate
56 2900804455 Listeria sp. PSOL-1 Marseille-P4284 Isolate Unclassified
57 2917496769 Staphylococcus muscae DSM 7068 Isolate Unclassified
58 2940261461 Enterococcus sp. PFB1-1 Isolate Blattidae
59 2537562000 Bacillus cereus HD73 Isolate Pyralidae
60 2551306396 Paenibacillus sp. ICGEB2008 Isolate Noctuidae
61 2574180310 Bacillus licheniformis CG-B52 Isolate Unclassified
62 2576861701 Paenibacillus sp. JCM 10914 Isolate Termitidae
63 2740892556 Enterococcus sp. JR029-101 Isolate Unclassified
64 2740892557 Staphylococcus sp. JDR108L-110-1 Isolate Unclassified
65 8002519755 Planococcus sp. MSAK28401 Isolate Euphausiidae
66 8061045771 Bacillus thuringiensis sv. kurstaki BGSC 4D1 Isolate Bombycidae
67 8108568626 Enterococcus sp. DIV1094 Isolate
68 8108576847 Enterococcus sp. 9D6_DIV0238 9D6_DIV0238 Isolate
69 3300042593 Termite gut microbial communities of Cryptotermes dudleyi from BAM Federal Institute for Materials Research and Testing, Berlin, Germany - Cd354 Metagenome Kalotermitidae
70 3300007767 Drosophila gut microbial communities from New York, USA - Drosophila suzukii male 6 gut Metagenome Drosophilidae
71 3300012814 Enriched millipede-associated microbial communities from UW Madison campus, WI, USA - HID1971K_E6 MG Metagenome
72 8114544644 Enterococcus sp. 9E7_DIV0242 9E7_DIV0242 Isolate
73 2827179085 Paenibacillus alvei DSM 29 Isolate Apidae
74 2849104611 Paenibacillus larvae larvae Eric_IV Isolate Apidae
75 2852123468 Lysinibacillus sphaericus KCCM 35418 Isolate Unclassified
76 2852431164 Brevibacillus laterosporus BON707 Isolate Calliphoridae
77 2864985977 Staphylococcus hominis S00278 Isolate Elmidae
78 2881375749 Vagococcus entomophilus DSM 24756 Isolate Vespidae
79 2912849059 Bacillus thuringiensis sv. berliner ATCC 10792 Isolate Pyralidae
80 2940218408 Enterococcus sp. PF1-24 Isolate Blattidae
81 2940419646 Paenibacillus sp. PastF-4 Isolate Blattidae
82 2209111004 Macrotermes natalensis queen gut microbiome Metagenome Termitidae
83 2590828839 Clostridium sp. 1 Isolate Termitidae
84 2595698193 Melissococcus plutonius B5 Isolate Apidae
85 2595698196 Melissococcus plutonius 49.3 Isolate Apidae
86 3300042625 Termite gut microbial communities of Sphaerotermes sphaerothorax from Ebogo II, Mbalmayo, Cameroon - Sph363 Metagenome Termitidae
87 3300056564 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_PS_oats (Improved Draft) Metagenome Tenebrionidae
88 3300056814 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_HDPE (version 2) Metagenome Tenebrionidae
89 3300056857 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_PS (version 2) Metagenome Tenebrionidae
90 3300057007 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_PP_oats (version 2) Metagenome Tenebrionidae
91 8018754795 Enterococcus sp. 12F9_DIV0723 12F9_DIV0723 Isolate
92 8038268975 Enterococcus mundtii EM01 Isolate Bombycidae
93 3300042599 Termite gut microbial communities of Hodotermes mossambicus from Pretoria, South Africa - Hm464 Metagenome Hodotermitidae
94 3300042614 Termite gut microbial communities of Microcerotermes sp. from Ebogo II, Mbalmayo, Cameroon - Mcx344 Metagenome Termitidae
95 3300005201 Microcerotermes gut microbial communities from Indooroopilly, Australia - IN01 metagenome Metagenome
96 3300010049 Embiratermes neotenicus P3 segment gut microbial communities from Petit-Saut dam, French Guiana - Emb289 P3 Metagenome Termitidae
97 3300010167 Labiotermes labralis P3 segment gut microbial communities from Petit-Saut dam, French Guiana - Lab288 P3 Metagenome Termitidae
98 3300010882 Labiotermes labralis P4 segment gut microbial communities from Petit-Saut dam, French Guiana - Lab288 P4 Metagenome Termitidae
99 2850744690 Paenibacillus larvae larvae DSM 25430 Isolate Apidae
100 2864801025 Bacillus aerius S00042 Isolate Elmidae
101 2940393498 Paenibacillus sp. PastF-2 Isolate Blattidae
102 2593339125 Clostridium sp. 5 Isolate Termitidae
103 2820236043 Unclassified Firmicutes Th196P3bin97 Isolate Unclassified
104 3300042623 Termite gut microbial communities of Dicuspiditermes spinitibialis from Bubeng, China - Xx448 Metagenome Termitidae
105 3300056842 Mealworm larvae gut microbial communities from Newark, Delaware, USA - Gut-D30_HDPE_oats (version 2) Metagenome Tenebrionidae
106 643886085 Bacillus thuringiensis sv. berliner ATCC 10792 Isolate Pyralidae
107 643886091 Bacillus thuringiensis sv. thuringiensis T01001 Isolate Pyralidae
108 8002299145 Vagococcus allomyrinae BWB3-3 Isolate Scarabaeidae
109 8012942269 Mammaliicoccus lentus UD i2 Isolate Tenebrionidae
110 8077780672 Enterococcus sp. PLM3 Isolate Formicidae
111 3300002932 Cephalotes varians larva microbial communities from Drexel University, Philadelphia, USA - Larval gut metagenome for colony PL010 Metagenome Formicidae
112 3300009826 Embiratermes neotenicus P1 segment gut microbial communities from Petit-Saut dam, French Guiana - Emb289 P1 Metagenome Termitidae
113 2822450720 Bacillus toyonensis AFS052650 Isolate Scarabaeidae
114 2864782175 Bacillus toyonensis S00025 Isolate Elmidae
115 2873584433 Vagococcus coleopterorum HDW17A Isolate Dytiscidae
116 2878857142 Lactococcus lactis DmW198 Isolate Drosophilidae
117 2940406939 Paenibacillus sp. PastM-3 Isolate Blattidae
118 2731957677 Alkalihalobacillus trypoxylicola NBRC 102646 Isolate Scarabaeidae
119 2767802234 Cytobacillus kochii BDGP4 Isolate Drosophilidae
120 2820431532 Unclassified Firmicutes Lab288P3bin230 Isolate Unclassified
121 3300042636 Termite gut microbial communities of Glyptotermes sp. from Thung Chang, Thailand - Gsp477 Metagenome Kalotermitidae
122 3300042649 Termite gut microbial communities of Procubitermes c.f. undulans from Ebogo II, Mbalmayo, Cameroon - Pcu381 Metagenome Termitidae
123 641736255 Paenibacillus larvae larvae BRL-230010 Isolate Unclassified
124 8007223943 Enterococcus sp. MSG2901 Isolate
125 8012112996 Staphylococcus muscae ATCC 49910 Isolate
126 8018750880 Enterococcus sp. 12E11_DIV0728 12E11_DIV0728 Isolate
127 8018802046 Enterococcus sp. 7E2_DIV0204 7E2_DIV0204 Isolate Gomphidae
128 8043041867 Bacillus pumilus Ha06YP001 Isolate Nephropidae
129 3300038395 Termite gut microbial communities from Labiotermes sp. nest - French Guiana - 19_62_13_hindgut Metagenome Termitidae
130 3300042592 Termite gut microbial communities of Cornitermes pugnax from Petit Saut, French Guiana, France - Co333 Metagenome Termitidae
131 3300042598 Termite gut microbial communities of Furculitermes sp. from Ebogo II, Mbalmayo, Cameroon - Fux382 Metagenome Termitidae
132 3300042610 Termite gut microbial communities of Constrictotermes cavifrons from Petit Saut, French Guiana, France - Cx337 Metagenome Termitidae
133 2978778678 Bacillus cereus 25 Isolate Ocypodidae
134 2997944163 Streptococcus penaeicida CAIM 1838 Isolate Unclassified
135 3300002449 Microcerotermes parvus P3 segment gut microbial communities from Pointe-Noire, Republic of the Congo - Mp193 P3 Metagenome Termitidae
136 8114555646 Enterococcus sp. DIV1094 Isolate
137 2836667214 Paenibacillus larvae larvae B-3650 Isolate Apidae
138 2849099867 Paenibacillus larvae larvae ERIC_I Isolate Unclassified
139 2852337885 Paenibacillus protaetiae FW100M-2 Isolate Scarabaeidae
140 2864816158 Priestia aryabhattai S00060 Isolate Elmidae
141 2864981449 Sporosarcina sp. S00266 Isolate Elmidae
142 2940380068 Paenibacillus sp. PastH-2 Isolate Blattidae
143 2940413413 Paenibacillus sp. PastH-3 Isolate Blattidae
144 2225789004 Passalidae beetle gut microbial communities from Costa Rica -Larvae (4BL+4ML+4MSL) Metagenome Passalidae
145 2585428141 Pilibacter termitis ATCC BAA-1030 Isolate Rhinotermitidae
146 2595698190 Melissococcus plutonius 21.1 Isolate Apidae
147 2775507073 Enterococcus sp. CR-Ec1 Isolate Unclassified
148 2627853628 Melissococcus plutonius 82 Isolate Apidae
149 643886087 Bacillus thuringiensis sv. kurstaki T03a001 Isolate Pyralidae
150 643886090 Bacillus thuringiensis sv. pakistani t13001 Isolate Unclassified
151 8012939035 Enterococcus sp. UD-01 Isolate Tenebrionidae
152 8061100935 Bacillus thuringiensis sv. japonensis 62 Isolate
153 8082023105 Niallia sp. Man26 Isolate Penaeidae
154 2969145278 Bacillus cereus 29 Isolate Portunidae
155 3300012812 Enriched mosquito-associated microbial communities from UW Madison campus, WI, USA - HID1973K_E11 MG Metagenome Culicidae

πŸ”— Scaffolds

#ScaffoldSampleTaxonomyLength
1 Ga0562379_0088 3300056790 Bacteria 331945
2 Ga0562377_0245 3300056842 Bacteria 125870
3 Ga0562375_2459 3300056856 Unclassified 20692
4 Ga0123354_10280877 3300010882 Bacteria 1617
5 2227474660 2225789004 Unclassified 4704
6 JGI24698J34947_10043905 3300002449 Bacteria 2289
7 Ga0466707_317312 3300042601 Bacteria 12113
8 Ga0466722_236081 3300042609 Bacteria 2486
9 Ga0466712_011299 3300042614 Unclassified 7045
10 Ga0466715_191585 3300042616 Bacteria 72860
11 Ga0466728_083471 3300042620 Bacteria 56340
12 Ga0466729_132944 3300042621 Bacteria 3648
13 Ga0562374_0006 3300057007 Bacteria 2178283
14 Ga0123356_10047819 3300010049 Bacteria 3980
15 2211830555 2209111004 Bacteria 21478
16 Ga0466724_53943 3300042649 Bacteria 34148
17 Ga0466693_161137 3300042592 Bacteria 2863
18 Ga0466691_114549 3300042593 Bacteria 24170
19 Ga0530661_000001 3300056564 Bacteria 684835
20 Ga0562377_1128 3300056842 Unclassified 31484
21 Ga0562376_0820 3300056857 Unclassified 50130
22 Ga0562374_0182 3300057007 Bacteria 137963
23 Ga0160471_101153 3300012812 Bacteria 5601
24 JGI24698J34947_10026749 3300002449 Unclassified 3063
25 JGI24700J35501_10844752 3300002508 Bacteria 1909
26 CVPL010L_1000290 3300002932 Unclassified 21869
27 Ga0063521_1008072 3300003973 Unclassified 2511
28 Ga0072941_1169006 3300005201 Bacteria 2791
29 Ga0466702_407698 3300042635 Bacteria 1651
30 Ga0466705_422670 3300042612 Bacteria 1961
31 Ga0562379_1224 3300056790 Bacteria 31597
32 Ga0562378_0016 3300056814 Bacteria 880040
33 Ga0562377_0614 3300056842 Unclassified 54026
34 Ga0562375_0038 3300056856 Bacteria 600227
35 Ga0562375_0483 3300056856 Bacteria 82834
36 Ga0562376_0705 3300056857 Bacteria 55320
37 Ga0562376_4715 3300056857 Unclassified 10609
38 Ga0562374_0138 3300057007 Bacteria 181064
39 Ga0123353_10612301 3300010167 Unclassified 1553
40 CVPL010L_1000231 3300002932 Bacteria 47271
41 Ga0068302_10028579 3300005071 Bacteria 26632
42 Ga0072941_1001292 3300005201 Unclassified 15796
43 Ga0466701_018506 3300042598 Bacteria 62475
44 Ga0466713_042020 3300042602 Bacteria 14294
45 Ga0466712_122095 3300042614 Bacteria 8939
46 Ga0562378_0218 3300056814 Unclassified 135606
47 Ga0562374_0707 3300057007 Bacteria 50053
48 2227521861 2225789004 Unclassified 17083
49 Ga0068305_10331583 3300005083 Bacteria 3548
50 Ga0466734_071193 3300042623 Bacteria 8550
51 Ga0466734_103988 3300042623 Bacteria 10577
52 Ga0466703_422881 3300042636 Bacteria 44036
53 Ga0466709_314485 3300042648 Bacteria 14194
54 Ga0466712_054009 3300042614 Bacteria 2694
55 Ga0466715_224470 3300042616 Bacteria 60101
56 Ga0160453_100038 3300012814 Bacteria 166073
57 Ga0160445_101012 3300012847 Bacteria 9327
58 Ga0562375_0025 3300056856 Bacteria 749171
59 Ga0562374_0008 3300057007 Bacteria 1999653
60 Ga0123353_10036328 3300010167 Unclassified 7715
61 Ga0063521_1000290 3300003973 Unclassified 30884
62 Ga0072941_1044179 3300005201 Bacteria 7383
63 Ga0466706_191867 3300042599 Bacteria 3193
64 Ga0466698_469335 3300042610 Unclassified 3131
65 Ga0466730_012080 3300042625 Unclassified 4130
66 Ga0466702_352481 3300042635 Bacteria 1964
67 Ga0466702_458152 3300042635 Bacteria 1358
68 Ga0160455_100391 3300012837 Bacteria 24793
69 Ga0562379_0629 3300056790 Bacteria 62103
70 Ga0562378_0096 3300056814 Bacteria 246586
71 Ga0562377_0102 3300056842 Bacteria 281014
72 Ga0562375_0057 3300056856 Bacteria 447120
73 Ga0123355_10087941 3300009826 Bacteria 4936
74 Ga0123353_10125032 3300010167 Bacteria 4133
75 JGI24698J34947_10008029 3300002449 Unclassified 5794
76 JGI24698J34947_10046600 3300002449 Bacteria 2204
77 Ga0105553_1015084 3300007767 Unclassified 11198
78 Ga0466709_324412 3300042648 Bacteria 2579
79 Ga0466712_021489 3300042614 Bacteria 8154
80 Ga0415639_226189 3300038395 Bacteria 1531
81 Ga0562379_0505 3300056790 Bacteria 78148
82 Ga0562375_0015 3300056856 Bacteria 1028412
83 Ga0562375_2572 3300056856 Bacteria 19798
84 Ga0123355_10004065 3300009826 Bacteria 21214
85 JGI24698J34947_10017712 3300002449 Bacteria 3857
86 Ga0072941_1014013 3300005201 Bacteria 17294
87 Ga0466707_214516 3300042601 Bacteria 111790
88 Ga0466707_290136 3300042601 Bacteria 242153
89 Ga0466712_126140 3300042614 Bacteria 3160

🧩 MSA Aligner

πŸ”¬ Functional Annotation

PFAM IDNameDescriptionStartEndAccuracy
PF16199 Radical_SAM_C Radical_SAM C-terminal domain 241 324 0.98
PF04055 Radical_SAM Radical SAM superfamily 71 232 0.9

πŸ—ΊοΈ Geographic Distribution

Some samples may be missing due to lack of coordinate data.