Datasets:

dfichuk
/

tree-species-high-accuracy-psp

site_id int64 4M 4M	tree_no int64 1 4.95k	plot int64 1 1	species stringclasses 7 values	species_name stringclasses 7 values	lat float64 49.3 50.6	lon float64 -127.4 -124.51	x_utm float64 188k 390k	y_utm float64 5.47M 5.62M	dbh float64 2 146	height float64 1.52 57.9	bec stringclasses 2 values	tsa stringclasses 3 values	source stringclasses 2 values	lv_d stringclasses 1 value	has_lidar bool 1 class	log_dbh float64 1.1 4.99	log_height float64 0.92 4.08	height_dbh_ratio float64 0.31 2.6	dbh_squared float64 4 21.3k	is_psp int64 1 1	coordinate_source stringclasses 1 value	coordinate_quality_tier stringclasses 1 value	coordinate_high_accuracy bool 1 class	quality_tier stringclasses 2 values	height_source stringclasses 2 values	meas_intense stringclasses 4 values	bec_CDF bool 2 classes	bec_CWH bool 2 classes	bec_MH bool 1 class	n_points float64 1.4k 9.74k	n_ground float64 13 327	n_veg float64 1.35k 9.51k	ground_elevation float64 6.36 196	height_p10 float64 0.23 33.4	height_p25 float64 0.74 39.6	height_p50 float64 1.13 46.5	height_p75 float64 5.35 51	height_p90 float64 6.88 54.1	height_p95 float64 7.49 55.5	height_p99 float64 8.74 57.6	height_max float64 9.71 59	height_mean float64 3.61 40.7	height_std float64 2.27 17.1	height_skew float64 -2.81 0.73	intensity_mean float64 807 39.4k	intensity_std float64 334 17k	intensity_p25 float64 493 30.3k	intensity_p50 float64 822 44.2k	intensity_p75 float64 1.09k 53.6k	intensity_p95 float64 1.3k 57.8k	pct_single_return float64 0.04 0.36	pct_ground_return float64 0.41 0.64	density_understory float64 0.29 1.35	density_mid_canopy float64 2.55 8.87	density_upper_canopy float64 0 46.2	dist_mean float64 2.94 3.63	dist_std float64 1.09 1.32	patch_file stringlengths 35 38	has_lidar_patch bool 1 class	split stringclasses 1 value
4,002,738	72	1	BA	amabilis_fir	49.448368	-124.738238	374,010.122606	5,478,752.363195	4.6	4.6	CWH	Arrowsmith TSA	PSP_PSP_R	L	true	1.722767	1.722767	1	21.16	1	DGPS	high	true	high	Field measured	H-ENHANCED	false	true	false	3,763	43	3,665	54.843	15.835	31.152	38.407	41.707	43.525	44.247	45.307	46.257	34.472009	10.534049	-1.507735	29,814.007972	14,659.353103	16,521	31,215	43,442.5	49,668	0.206218	0.499867	0.285506	7.608961	35.689953	3.021528	1.236348	patches/092f047_1_4_3/4002738_72.npy	true	train
4,000,563	361	1	CW	red_cedar	50.550506	-126.856109	226,853.135762	5,606,943.279472	35.7	28.3	CWH	Pacific TSA	PSP_PSP_R	L	true	3.602777	3.377588	0.792717	1,274.49	1	DGPS	high	true	high	Field measured	FULL	false	true	false	3,386	39	3,347	10.349	25.426	30.041	34.606	38.831	42.156	42.971	45.021	46.921	33.777166	7.50309	-1.684194	36,742.33225	10,297.738745	27,941	37,384	45,725	51,564	0.138807	0.524513	0.510789	4.570091	34.445479	3.187095	1.21912	patches/092l056_4_1_2/4000563_361.npy	true	train
4,001,997	3	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.2	7.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.219203	2.163323	0.939024	67.24	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_3.npy	true	train
4,001,997	7	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	14.9	14.1	CWH	North Island TSA	PSP_PSP_R	L	true	2.766319	2.714695	0.946309	222.01	1	DGPS	high	true	high	Field measured	FULL	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_7.npy	true	train
4,001,997	8	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.3	8.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.332144	2.272126	0.935484	86.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_8.npy	true	train
4,001,997	10	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.3	8.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.332144	2.272126	0.935484	86.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_10.npy	true	train
4,001,997	141	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.1	8.6	CWH	North Island TSA	PSP_PSP_R	L	true	2.312535	2.261763	0.945055	82.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_141.npy	true	train
4,001,997	142	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_142.npy	true	train
4,001,997	194	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.4	4.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.856298	1.774952	0.907407	29.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_194.npy	true	train
4,001,997	212	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.2	7.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.219203	2.163323	0.939024	67.24	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_212.npy	true	train
4,001,997	216	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	13.4	12.6	CWH	North Island TSA	PSP_PSP_R	L	true	2.667228	2.61007	0.940299	179.56	1	DGPS	high	true	high	Field measured	FULL	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_216.npy	true	train
4,001,997	226	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_226.npy	true	train
4,001,997	227	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7	6.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.079442	2.014903	0.928571	49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_227.npy	true	train
4,001,997	228	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.4	5.9	CWH	North Island TSA	PSP_PSP_R	L	true	2.00148	1.931521	0.921875	40.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_228.npy	true	train
4,001,997	327	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	12.4	11.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.595255	2.541602	0.943548	153.76	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_327.npy	true	train
4,001,997	335	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.4	4.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.856298	1.774952	0.907407	29.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_335.npy	true	train
4,001,997	346	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7	6.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.079442	2.014903	0.928571	49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_346.npy	true	train
4,001,997	356	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.2	7.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.219203	2.163323	0.939024	67.24	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_356.npy	true	train
4,001,997	364	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	11.1	10.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.493205	2.442347	0.945946	123.21	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_364.npy	true	train
4,001,997	367	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.4	4.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.856298	1.774952	0.907407	29.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_367.npy	true	train
4,001,997	368	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.6	9	CWH	North Island TSA	PSP_PSP_R	L	true	2.360854	2.302585	0.9375	92.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_368.npy	true	train
4,001,997	370	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.4	3.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.686399	1.589235	0.886364	19.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_370.npy	true	train
4,001,997	371	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.7	5.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.902108	1.824549	0.912281	32.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_371.npy	true	train
4,001,997	374	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	11.4	10.8	CWH	North Island TSA	PSP_PSP_R	L	true	2.517696	2.4681	0.947368	129.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_374.npy	true	train
4,001,997	377	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.9	4.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.774952	1.686399	0.897959	24.01	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_377.npy	true	train
4,001,997	385	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8	7.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.197225	2.140066	0.9375	64	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_385.npy	true	train
4,001,997	386	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.5	7	CWH	North Island TSA	PSP_PSP_R	L	true	2.140066	2.079442	0.933333	56.25	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_386.npy	true	train
4,001,997	387	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	14.9	14.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.766319	2.74084	0.973154	222.01	1	DGPS	high	true	high	Field measured	FULL	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_387.npy	true	train
4,001,997	388	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.2	6.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.104134	2.04122	0.930556	51.84	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_388.npy	true	train
4,001,997	389	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_389.npy	true	train
4,001,997	390	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.7	5.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.902108	1.824549	0.912281	32.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_390.npy	true	train
4,001,997	407	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	10.1	9	CWH	North Island TSA	PSP_PSP_R	L	true	2.406945	2.302585	0.891089	102.01	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_407.npy	true	train
4,001,997	434	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	14.2	12.1	CWH	North Island TSA	PSP_PSP_R	L	true	2.721295	2.572612	0.852113	201.64	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_434.npy	true	train
4,001,997	457	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.7	5.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.902108	1.824549	0.912281	32.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_457.npy	true	train
4,001,997	458	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_458.npy	true	train
4,001,997	459	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.2	6.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.104134	2.04122	0.930556	51.84	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_459.npy	true	train
4,001,997	468	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	11.1	10.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.493205	2.442347	0.945946	123.21	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_468.npy	true	train
4,001,997	494	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_494.npy	true	train
4,001,997	498	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.7	6.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.04122	1.974081	0.925373	44.89	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_498.npy	true	train
4,001,997	507	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.9	8.4	CWH	North Island TSA	PSP_PSP_R	L	true	2.292535	2.24071	0.94382	79.21	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_507.npy	true	train
4,001,997	508	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.9	4.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.774952	1.686399	0.897959	24.01	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_508.npy	true	train
4,001,997	520	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	11.6	11	CWH	North Island TSA	PSP_PSP_R	L	true	2.533697	2.484907	0.948276	134.56	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_520.npy	true	train
4,001,997	523	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.6	5.1	CWH	North Island TSA	PSP_PSP_R	L	true	1.88707	1.808289	0.910714	31.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_523.npy	true	train
4,001,997	525	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.2	8.8	CWH	North Island TSA	PSP_PSP_R	L	true	2.219203	2.282382	1.073171	67.24	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_525.npy	true	train
4,001,997	540	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.7	6.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.04122	1.974081	0.925373	44.89	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_540.npy	true	train
4,001,997	571	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.4	5.9	CWH	North Island TSA	PSP_PSP_R	L	true	2.00148	1.931521	0.921875	40.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_571.npy	true	train
4,001,997	583	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_583.npy	true	train
4,001,997	605	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.3	8.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.332144	2.272126	0.935484	86.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_605.npy	true	train
4,001,997	608	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.2	3.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.648659	1.547563	0.880952	17.64	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_608.npy	true	train
4,001,997	609	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_609.npy	true	train
4,001,997	610	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.2	6.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.104134	2.04122	0.930556	51.84	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_610.npy	true	train
4,001,997	627	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.8	8.3	CWH	North Island TSA	PSP_PSP_R	L	true	2.282382	2.230014	0.943182	77.44	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_627.npy	true	train
4,001,997	628	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.3	8.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.332144	2.272126	0.935484	86.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_628.npy	true	train
4,001,997	633	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.2	3.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.648659	1.547563	0.880952	17.64	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_633.npy	true	train
4,001,997	635	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.4	3.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.686399	1.589235	0.886364	19.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_635.npy	true	train
4,001,997	636	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.7	6.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.04122	1.974081	0.925373	44.89	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_636.npy	true	train
4,001,997	651	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_651.npy	true	train
4,001,997	652	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.1	8.6	CWH	North Island TSA	PSP_PSP_R	L	true	2.312535	2.261763	0.945055	82.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_652.npy	true	train
4,001,997	653	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_653.npy	true	train
4,001,997	658	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_658.npy	true	train
4,001,997	663	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_663.npy	true	train
4,001,997	664	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.4	5.9	CWH	North Island TSA	PSP_PSP_R	L	true	2.00148	1.931521	0.921875	40.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_664.npy	true	train
4,001,997	695	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.3	8.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.332144	2.272126	0.935484	86.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_695.npy	true	train
4,001,997	696	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.4	5.9	CWH	North Island TSA	PSP_PSP_R	L	true	2.00148	1.931521	0.921875	40.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_696.npy	true	train
4,001,997	698	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.7	5.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.902108	1.824549	0.912281	32.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_698.npy	true	train
4,001,997	700	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7	6.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.079442	2.014903	0.928571	49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_700.npy	true	train
4,001,997	705	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	10.9	10.3	CWH	North Island TSA	PSP_PSP_R	L	true	2.476538	2.424803	0.944954	118.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_705.npy	true	train
4,001,997	707	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	23.7	20.6	CWH	North Island TSA	PSP_PSP_R	L	true	3.206803	3.072693	0.869198	561.69	1	DGPS	high	true	medium	Estimated based on DBH	FULL	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_707.npy	true	train
4,001,997	709	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.2	3.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.648659	1.547563	0.880952	17.64	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_709.npy	true	train
4,001,997	710	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.4	5.9	CWH	North Island TSA	PSP_PSP_R	L	true	2.00148	1.931521	0.921875	40.96	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_710.npy	true	train
4,001,997	720	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	16.5	15.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.862201	2.785011	0.921212	272.25	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_720.npy	true	train
4,001,997	723	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	15.2	14.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.785011	2.721295	0.934211	231.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_723.npy	true	train
4,001,997	725	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.4	3.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.686399	1.589235	0.886364	19.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_725.npy	true	train
4,001,997	740	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.7	4.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.740466	1.648659	0.893617	22.09	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_740.npy	true	train
4,001,997	742	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.7	7.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.163323	2.104134	0.935065	59.29	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_742.npy	true	train
4,001,997	759	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_759.npy	true	train
4,001,997	767	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_767.npy	true	train
4,001,997	768	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.7	4.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.740466	1.648659	0.893617	22.09	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_768.npy	true	train
4,001,997	773	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_773.npy	true	train
4,001,997	774	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.2	4.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.824549	1.740466	0.903846	27.04	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_774.npy	true	train
4,001,997	780	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.9	5.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.931521	1.856298	0.915254	34.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_780.npy	true	train
4,001,997	782	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.5	7	CWH	North Island TSA	PSP_PSP_R	L	true	2.140066	2.079442	0.933333	56.25	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_782.npy	true	train
4,001,997	785	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	10.9	18	CWH	North Island TSA	PSP_PSP_R	L	true	2.476538	2.944439	1.651376	118.81	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_785.npy	true	train
4,001,997	805	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.7	7.2	CWH	North Island TSA	PSP_PSP_R	L	true	2.163323	2.104134	0.935065	59.29	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_805.npy	true	train
4,001,997	806	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7	6.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.079442	2.014903	0.928571	49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_806.npy	true	train
4,001,997	814	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7	6.5	CWH	North Island TSA	PSP_PSP_R	L	true	2.079442	2.014903	0.928571	49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_814.npy	true	train
4,001,997	817	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.9	4.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.774952	1.686399	0.897959	24.01	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_817.npy	true	train
4,001,997	822	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	7.5	7	CWH	North Island TSA	PSP_PSP_R	L	true	2.140066	2.079442	0.933333	56.25	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_822.npy	true	train
4,001,997	823	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.4	3.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.686399	1.589235	0.886364	19.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_823.npy	true	train
4,001,997	825	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	8.2	7.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.219203	2.163323	0.939024	67.24	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_825.npy	true	train
4,001,997	826	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	6.2	5.7	CWH	North Island TSA	PSP_PSP_R	L	true	1.974081	1.902108	0.919355	38.44	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_826.npy	true	train
4,001,997	836	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	13.4	12.6	CWH	North Island TSA	PSP_PSP_R	L	true	2.667228	2.61007	0.940299	179.56	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_836.npy	true	train
4,001,997	839	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.4	4.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.856298	1.774952	0.907407	29.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_839.npy	true	train
4,001,997	841	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.7	4.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.740466	1.648659	0.893617	22.09	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_841.npy	true	train
4,001,997	843	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	12.4	11.7	CWH	North Island TSA	PSP_PSP_R	L	true	2.595255	2.541602	0.943548	153.76	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_843.npy	true	train
4,001,997	849	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	10.6	10	CWH	North Island TSA	PSP_PSP_R	L	true	2.451005	2.397895	0.943396	112.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_849.npy	true	train
4,001,997	852	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.9	4.4	CWH	North Island TSA	PSP_PSP_R	L	true	1.774952	1.686399	0.897959	24.01	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_852.npy	true	train
4,001,997	854	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	4.4	3.9	CWH	North Island TSA	PSP_PSP_R	L	true	1.686399	1.589235	0.886364	19.36	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_854.npy	true	train
4,001,997	890	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	9.6	9	CWH	North Island TSA	PSP_PSP_R	L	true	2.360854	2.302585	0.9375	92.16	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_890.npy	true	train
4,001,997	897	1	CW	red_cedar	50.259121	-125.407259	328,418.121812	5,570,213.357875	5.7	5.2	CWH	North Island TSA	PSP_PSP_R	L	true	1.902108	1.824549	0.912281	32.49	1	DGPS	high	true	medium	Estimated based on DBH	NON-ENHANCED	false	true	false	7,465	128	5,136	26.05	2.418	35.46	41.97	46.14	49.316	51.12	54.638	57.19	37.452217	14.516968	-1.651832	860.06939	366.040952	550	877	1,181	1,393	0.091092	0.542532	0.493398	4.565733	41.799177	3.447129	1.158358	patches/092k023_4_2_2/4001997_897.npy	true	train

End of preview. Expand in Data Studio

High-Accuracy LiDAR-backed PSP Dataset

High-accuracy PSP subset with LiDAR-backed patches.

Size

5,737 LiDAR-backed high-coordinate-accuracy PSP tree samples

Species counts

BA: 36
CW: 1,362
DR: 557
FD: 651
HW: 2,776
MB: 52
SS: 303

Coordinate reliability filtering

Coordinate tiers follow the source PSP coordinate provenance:

High: DGPS, PPP
Medium: RGPS, VGPS
Low: MAP, GIS, GE, PREVIOUS, INTENDED, UNKNOWN, missing, or unrecognized

This subset keeps only rows with high-coordinate-accuracy labels.

Label provenance and reliability

Species labels: professional PSP field labels
DBH: field measured
Height: mostly estimated from DBH equations unless height_source says Field measured
LiDAR patches: quality-filtered 5m-radius point clouds

Split counts

train: 3,938
validation: 900
test: 899

Patch format

Each patch is stored as a .npy array with per-point fields:

x
y
z
intensity
return_number
number_of_returns
classification

Loading example

import pandas as pd
import numpy as np
from pathlib import Path

root = Path("./huggingface_high_accuracy_lidar")
df = pd.read_csv(root / "high_accuracy_lidar_set.csv")
row = df.iloc[0]
patch = np.load(root / row.patch_file, allow_pickle=False)
print(row.species, patch.dtype)

Caveats

Plot coordinates still reflect PSP plot/tree matching limitations.
Only DGPS/PPP is included in this release.
Patches are 5m radius.
No interrupted download/extraction continuation is included.

Downloads last month: 23