Datasets:

yuiseki
/

forest-typology-validation-2020

sampleid int64 2.21M 2.22M	lat float64 -54.56 81.2	lon float64 -179.6 179	strata int64 1 7	ann1 int64 0 6	ann2 int64 0 6	unsure bool 2 classes	unresolved bool 2 classes	pred_v1_2020 int64 1 6	s1_v1_2020 float64 0 1	s2_v1_2020 float64 0 1	s6_v1_2020 float64 0 1	geometry unknown
2,206,477	24.633586	16.863441	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 212, 140, 29, 126, 10, 221, 48, 64, 233, 50, 36, 179, 50, 162, 56, 64 ]
2,206,478	28.274979	-81.228761	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 36, 17, 156, 3, 164, 78, 84, 192, 242, 236, 138, 1, 101, 70, 60, 64 ]
2,206,479	24.826652	-10.498491	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 193, 143, 152, 49, 58, 255, 36, 192, 153, 55, 131, 120, 159, 211, 56, 64 ]
2,206,480	39.001222	97.741854	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 171, 208, 236, 138, 122, 111, 88, 64, 80, 87, 248, 7, 40, 128, 67, 64 ]
2,206,481	-11.659805	-77.185921	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 178, 1, 152, 31, 230, 75, 83, 192, 161, 176, 229, 233, 209, 81, 39, 192 ]
2,206,482	10.733627	119.595684	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 54, 250, 26, 174, 31, 230, 93, 64, 56, 9, 101, 239, 157, 119, 37, 64 ]
2,206,483	-13.894307	-63.807964	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 83, 132, 196, 95, 107, 231, 79, 192, 182, 73, 212, 141, 226, 201, 43, 192 ]
2,206,484	41.219382	16.062302	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 3, 94, 81, 2, 243, 15, 48, 64, 38, 224, 157, 182, 20, 156, 68, 64 ]
2,206,485	-18.484857	-56.605807	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 200, 48, 71, 24, 139, 77, 76, 192, 226, 181, 32, 154, 31, 124, 50, 192 ]
2,206,486	40.756544	101.732867	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 248, 119, 67, 75, 231, 110, 89, 64, 157, 139, 4, 111, 214, 96, 68, 64 ]
2,206,487	38.397562	88.415258	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 202, 220, 153, 151, 147, 26, 86, 64, 246, 46, 47, 81, 227, 50, 67, 64 ]
2,206,488	44.335715	112.513593	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 180, 216, 95, 182, 222, 32, 92, 64, 0, 48, 125, 177, 248, 42, 70, 64 ]
2,206,489	18.97196	20.983613	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 52, 110, 189, 18, 206, 251, 52, 64, 104, 255, 4, 99, 210, 248, 50, 64 ]
2,206,490	15.558362	-16.397383	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 224, 10, 54, 230, 186, 101, 48, 192, 102, 68, 212, 153, 225, 29, 47, 64 ]
2,206,491	42.805612	80.578242	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 218, 162, 100, 234, 1, 37, 84, 64, 4, 175, 188, 78, 30, 103, 69, 64 ]
2,206,492	29.696793	97.910355	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 77, 87, 206, 65, 67, 122, 88, 64, 54, 61, 62, 12, 97, 178, 61, 64 ]
2,206,493	39.776057	29.010308	6	2	2	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 0, 16, 43, 135, 163, 2, 61, 64, 177, 65, 235, 211, 85, 227, 67, 64 ]
2,206,494	65.385405	-134.348151	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 18, 43, 248, 13, 36, 203, 96, 192, 122, 188, 18, 122, 170, 88, 80, 64 ]
2,206,495	13.62748	16.479433	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 104, 21, 40, 26, 188, 122, 48, 64, 206, 120, 37, 31, 69, 65, 43, 64 ]
2,206,496	12.722822	12.552225	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 189, 62, 118, 76, 189, 26, 41, 64, 79, 155, 193, 189, 21, 114, 41, 64 ]
2,206,497	30.080272	10.42397	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 138, 246, 175, 142, 18, 217, 36, 64, 131, 154, 104, 173, 140, 20, 62, 64 ]
2,206,498	28.312466	11.784502	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 183, 155, 228, 57, 170, 145, 39, 64, 72, 221, 23, 202, 253, 79, 60, 64 ]
2,206,499	67.38612	82.102707	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 236, 10, 72, 193, 146, 134, 84, 64, 88, 115, 173, 46, 182, 216, 80, 64 ]
2,206,500	24.525175	-101.563209	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 221, 220, 107, 157, 11, 100, 89, 192, 58, 148, 190, 216, 113, 134, 56, 64 ]
2,206,501	50.004986	-82.739588	6	2	2	false	false	6	0	0.064	0.936	[ 1, 1, 0, 0, 0, 6, 124, 11, 106, 85, 175, 84, 192, 60, 87, 207, 96, 163, 0, 73, 64 ]
2,206,502	-29.573272	134.236675	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 107, 204, 75, 215, 146, 199, 96, 64, 209, 194, 84, 238, 193, 146, 61, 192 ]
2,206,503	77.692602	-52.632677	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 250, 159, 180, 146, 251, 80, 74, 192, 235, 200, 178, 152, 83, 108, 83, 64 ]
2,206,504	77.414825	-81.791646	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 214, 81, 253, 81, 170, 114, 84, 192, 156, 78, 116, 127, 140, 90, 83, 64 ]
2,206,505	46.863853	91.4276	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 29, 206, 78, 203, 93, 219, 86, 64, 152, 118, 26, 192, 146, 110, 71, 64 ]
2,206,506	18.33644	13.272075	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 65, 243, 37, 104, 77, 139, 42, 64, 160, 113, 206, 240, 32, 86, 50, 64 ]
2,206,507	32.612902	-116.277413	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 239, 24, 106, 36, 193, 17, 93, 192, 130, 251, 68, 149, 115, 78, 64, 64 ]
2,206,508	67.903869	-149.395912	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 226, 53, 54, 79, 171, 172, 98, 192, 164, 243, 193, 253, 216, 249, 80, 64 ]
2,206,509	43.304795	-82.612417	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 210, 21, 50, 214, 49, 167, 84, 192, 149, 130, 152, 137, 3, 167, 69, 64 ]
2,206,510	23.299444	84.769916	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 158, 147, 140, 78, 70, 49, 85, 64, 188, 107, 150, 94, 168, 76, 55, 64 ]
2,206,511	31.74465	-1.123122	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 73, 12, 19, 249, 78, 248, 241, 191, 72, 23, 29, 92, 161, 190, 63, 64 ]
2,206,512	65.304986	-179.600524	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 83, 31, 163, 126, 55, 115, 102, 192, 74, 45, 82, 228, 132, 83, 80, 64 ]
2,206,513	31.224968	-106.583412	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 165, 79, 130, 158, 86, 165, 90, 192, 197, 160, 194, 134, 151, 57, 63, 64 ]
2,206,514	37.854264	78.805485	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 114, 224, 128, 16, 141, 179, 83, 64, 16, 9, 184, 131, 88, 237, 66, 64 ]
2,206,515	29.397073	15.332026	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 4, 36, 192, 67, 255, 169, 46, 64, 73, 24, 224, 143, 166, 101, 61, 64 ]
2,206,516	-28.197098	133.188272	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 82, 65, 92, 83, 6, 166, 96, 64, 251, 195, 144, 9, 117, 50, 60, 192 ]
2,206,517	-35.406097	145.519909	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 193, 120, 42, 25, 163, 48, 98, 64, 158, 63, 24, 250, 250, 179, 65, 192 ]
2,206,518	40.988093	-115.640656	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 154, 234, 49, 130, 0, 233, 92, 192, 114, 43, 181, 209, 121, 126, 68, 64 ]
2,206,519	72.038801	-114.615411	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 22, 225, 159, 228, 98, 167, 92, 192, 18, 113, 93, 182, 123, 2, 82, 64 ]
2,206,520	45.42423	47.707554	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 1, 77, 153, 32, 145, 218, 71, 64, 70, 195, 244, 39, 77, 182, 70, 64 ]
2,206,521	8.928358	9.148769	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 214, 234, 102, 110, 43, 76, 34, 64, 13, 222, 31, 205, 81, 219, 33, 64 ]
2,206,522	30.34704	42.925785	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 76, 82, 137, 29, 128, 118, 69, 64, 182, 180, 207, 149, 215, 88, 62, 64 ]
2,206,523	39.225292	-92.87876	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 35, 51, 36, 155, 61, 56, 87, 192, 255, 74, 240, 96, 214, 156, 67, 64 ]
2,206,524	28.435215	19.669808	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 24, 116, 178, 144, 120, 171, 51, 64, 35, 140, 110, 63, 106, 111, 60, 64 ]
2,206,525	24.31291	-8.000414	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 8, 19, 55, 84, 54, 0, 32, 192, 118, 125, 188, 218, 26, 80, 56, 64 ]
2,206,526	-22.444096	-65.40342	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 211, 95, 28, 164, 209, 89, 80, 192, 3, 228, 57, 75, 176, 113, 54, 192 ]
2,206,527	45.951982	102.478079	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 227, 163, 121, 217, 152, 158, 89, 64, 233, 72, 204, 140, 218, 249, 70, 64 ]
2,206,528	-17.469172	124.7444	6	1	6	false	true	6	0.02	0	0.98	[ 1, 1, 0, 0, 0, 54, 136, 165, 63, 164, 47, 95, 64, 6, 196, 222, 159, 27, 120, 49, 192 ]
2,206,529	40.723422	79.572408	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 74, 164, 178, 86, 162, 228, 83, 64, 166, 69, 169, 19, 153, 92, 68, 64 ]
2,206,530	22.380446	-2.857057	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 158, 200, 252, 216, 64, 219, 6, 192, 79, 72, 225, 237, 100, 97, 54, 64 ]
2,206,531	24.622414	110.34937	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 23, 87, 158, 21, 92, 150, 91, 64, 90, 209, 241, 128, 86, 159, 56, 64 ]
2,206,532	38.619794	90.737091	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 210, 122, 107, 129, 44, 175, 86, 64, 194, 235, 228, 106, 85, 79, 67, 64 ]
2,206,533	68.467407	38.086522	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 220, 131, 1, 38, 19, 11, 67, 64, 220, 29, 239, 0, 234, 29, 81, 64 ]
2,206,534	30.221474	67.626054	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 147, 114, 170, 67, 17, 232, 80, 64, 236, 45, 209, 138, 178, 56, 62, 64 ]
2,206,535	44.601584	132.946002	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 115, 242, 94, 165, 69, 158, 96, 64, 59, 170, 105, 178, 0, 77, 70, 64 ]
2,206,536	40.324764	-118.702705	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 95, 33, 113, 30, 249, 172, 93, 192, 92, 80, 23, 221, 145, 41, 68, 64 ]
2,206,537	-25.435448	-66.198902	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 130, 196, 161, 205, 186, 140, 80, 192, 114, 227, 220, 132, 121, 111, 57, 192 ]
2,206,538	27.814867	40.765552	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 146, 14, 126, 159, 253, 97, 68, 64, 41, 246, 15, 27, 155, 208, 59, 64 ]
2,206,539	-34.019895	140.917521	6	5	5	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 174, 79, 149, 84, 92, 157, 97, 64, 124, 171, 239, 237, 139, 2, 65, 192 ]
2,206,540	49.840152	36.686755	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 220, 184, 171, 146, 231, 87, 66, 64, 201, 148, 11, 27, 138, 235, 72, 64 ]
2,206,541	-37.980269	-64.716101	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 46, 216, 232, 154, 212, 45, 80, 192, 84, 251, 206, 112, 121, 253, 66, 192 ]
2,206,542	44.138387	109.64573	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 231, 239, 56, 165, 83, 105, 91, 64, 175, 207, 167, 171, 182, 17, 70, 64 ]
2,206,543	54.915749	9.933441	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 167, 0, 157, 247, 235, 221, 35, 64, 10, 225, 211, 68, 55, 117, 75, 64 ]
2,206,544	-27.718444	29.998855	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 35, 55, 92, 254, 180, 255, 61, 64, 160, 186, 159, 234, 235, 183, 59, 192 ]
2,206,545	79.806788	16.562976	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 245, 175, 5, 42, 31, 144, 48, 64, 219, 249, 228, 104, 162, 243, 83, 64 ]
2,206,546	56.874039	-129.497681	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 188, 6, 100, 1, 237, 47, 96, 192, 194, 231, 233, 129, 224, 111, 76, 64 ]
2,206,547	35.261635	55.49583	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 187, 20, 184, 87, 119, 191, 75, 64, 86, 93, 29, 64, 125, 161, 65, 64 ]
2,206,548	21.202171	0.894863	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 164, 152, 192, 76, 183, 162, 236, 63, 74, 112, 242, 114, 193, 51, 53, 64 ]
2,206,549	36.388091	70.896389	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 137, 66, 187, 113, 94, 185, 81, 64, 249, 103, 56, 245, 172, 49, 66, 64 ]
2,206,550	61.692751	17.122886	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 14, 128, 70, 121, 117, 31, 49, 64, 132, 140, 181, 20, 172, 216, 78, 64 ]
2,206,551	21.460153	80.350392	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 176, 124, 32, 209, 108, 22, 84, 64, 71, 148, 212, 148, 204, 117, 53, 64 ]
2,206,552	16.852374	78.786687	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 204, 158, 47, 20, 89, 178, 83, 64, 202, 24, 234, 46, 53, 218, 48, 64 ]
2,206,553	8.531315	-63.986625	6	2	2	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 172, 159, 80, 184, 73, 254, 79, 192, 42, 144, 198, 126, 8, 16, 33, 64 ]
2,206,554	38.937184	-106.763851	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 239, 163, 141, 237, 226, 176, 90, 192, 70, 25, 36, 166, 245, 119, 67, 64 ]
2,206,555	47.569113	3.302269	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 146, 9, 78, 234, 11, 107, 10, 64, 252, 241, 84, 178, 216, 200, 71, 64 ]
2,206,556	-25.250327	45.607663	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 238, 191, 222, 229, 199, 205, 70, 64, 74, 70, 124, 110, 21, 64, 57, 192 ]
2,206,557	47.595879	18.390517	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 38, 203, 71, 230, 248, 99, 50, 64, 92, 107, 79, 191, 69, 204, 71, 64 ]
2,206,558	34.62826	-118.297384	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 200, 49, 162, 87, 8, 147, 93, 192, 65, 4, 35, 213, 106, 80, 65, 64 ]
2,206,559	25.62946	86.163726	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 203, 72, 38, 126, 122, 138, 85, 64, 88, 216, 250, 80, 36, 161, 57, 64 ]
2,206,560	11.391924	33.690792	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 146, 114, 207, 221, 107, 216, 64, 64, 212, 164, 249, 79, 170, 200, 38, 64 ]
2,206,561	66.660931	163.317707	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 8, 207, 196, 168, 42, 106, 100, 64, 241, 172, 47, 179, 76, 170, 80, 64 ]
2,206,562	53.301706	65.2739	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 60, 213, 39, 146, 135, 81, 80, 64, 106, 130, 50, 73, 158, 166, 74, 64 ]
2,206,563	11.236112	104.609323	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 52, 124, 83, 39, 255, 38, 90, 64, 116, 108, 188, 177, 227, 120, 38, 64 ]
2,206,564	59.36451	33.385531	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 247, 0, 135, 18, 89, 177, 64, 64, 72, 22, 103, 67, 168, 174, 77, 64 ]
2,206,565	17.291499	44.164616	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 118, 15, 26, 33, 18, 21, 70, 64, 176, 28, 173, 178, 159, 74, 49, 64 ]
2,206,566	27.434835	-109.705173	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 173, 35, 229, 141, 33, 109, 91, 192, 96, 49, 222, 82, 81, 111, 59, 64 ]
2,206,567	43.298569	47.33776	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 168, 7, 142, 187, 59, 171, 71, 64, 209, 168, 101, 128, 55, 166, 69, 64 ]
2,206,568	39.558605	28.508404	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 151, 169, 74, 202, 38, 130, 60, 64, 14, 105, 222, 90, 128, 199, 67, 64 ]
2,206,569	29.058965	90.221945	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 139, 219, 150, 90, 52, 142, 86, 64, 48, 112, 181, 78, 24, 15, 61, 64 ]
2,206,570	28.166919	22.861627	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 216, 110, 60, 151, 147, 220, 54, 64, 198, 147, 185, 47, 187, 42, 60, 64 ]
2,206,571	74.887649	109.246774	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 156, 4, 155, 38, 203, 79, 91, 64, 86, 39, 9, 60, 207, 184, 82, 64 ]
2,206,572	58.446355	16.486322	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 112, 210, 193, 155, 127, 124, 48, 64, 135, 214, 30, 43, 34, 57, 77, 64 ]
2,206,573	43.970719	57.265728	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 195, 234, 187, 97, 3, 162, 76, 64, 16, 227, 229, 133, 64, 252, 69, 64 ]
2,206,574	-3.412127	37.57031	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 92, 25, 211, 237, 255, 200, 66, 64, 40, 48, 96, 79, 9, 76, 11, 192 ]
2,206,575	18.214777	-13.561272	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 170, 193, 72, 17, 95, 31, 43, 192, 4, 245, 41, 153, 251, 54, 50, 64 ]
2,206,576	13.92113	100.745472	6	6	6	false	false	6	0	0	1	[ 1, 1, 0, 0, 0, 48, 185, 228, 209, 181, 47, 89, 64, 135, 122, 98, 103, 158, 215, 43, 64 ]

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Global Validation of Forest Types (GVFT) 2020 as GeoParquet

This dataset converts the GVFT 2020 v0.6 validation sample to point GeoParquet. The source CSV contains 9,100 globally distributed sites, stratified across seven map-based sampling strata. resolved-sites contains the 8,190 rows with expert consensus (unsure = false and unresolved = false).

Files and fields

parquet/all-sites.parquet: all 9,100 sample sites, including pending and uncertain records.
parquet/resolved-sites.parquet: the 8,190 consensus-resolved sites used for accuracy reporting in the companion work.
raw/2026-10-25/gvft_v0p6_forty_v1_2020.csv: original Figshare CSV, unchanged.
raw/2026-10-25/MANIFEST.json: fixed source version, DOI, byte count, and checksums.

Both Parquet files use EPSG:4326 point geometry in geometry; lon and lat are retained. sampleid is unique. strata is balanced at 1,300 rows per value (1 through 7). unsure and unresolved distinguish uncertain labels from samples still awaiting consensus. Class labels and model scores are described in the source article metadata.

Important use notes

This is a validation sample for the Forest Typology v1 map for 2020, not a complete forest inventory or a probability sample of all land cover. Do not treat unresolved or unsure rows as ground truth. The sample was stratified to cover rare classes, so unweighted global accuracy estimates may not represent area-weighted accuracy. Locations are sample centers; the source does not claim sub-pixel positional accuracy.

Attribution and license

Licensed under Creative Commons Attribution 4.0 International. Please credit Maxim Neumann, Anton Raichuk, Myroslava Lesiv, Ivelina Georgieva, Maria Shchepashchenko, and Steffen Fritz, “Global Validation of Forest Types (GVFT) 2020,” Figshare Plus, version 1, DOI: 10.25452/figshare.plus.33093404.v1. This repository adds point geometry and converts CSV to GeoParquet.

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