\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "1 | \n", "Armenia 100m Population | \n", "None | \n", "ARM | \n", "
1 | \n", "2 | \n", "Azerbaijan 100m Population | \n", "None | \n", "AZE | \n", "
2 | \n", "3 | \n", "Iraq 100m Population | \n", "None | \n", "IRQ | \n", "
3 | \n", "4 | \n", "Saudi Arabia 100m Population | \n", "None | \n", "SAU | \n", "
4 | \n", "5 | \n", "Uzbekistan 100m Population | \n", "None | \n", "UZB | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
134 | \n", "135 | \n", "Bhutan 100m Population | \n", "None | \n", "BTN | \n", "
135 | \n", "136 | \n", "State of Palestine 100m Population | \n", "None | \n", "PSE | \n", "
136 | \n", "137 | \n", "Ukraine 100m Population | \n", "None | \n", "UKR | \n", "
137 | \n", "138 | \n", "Kazakhstan 100m Population | \n", "None | \n", "KAZ | \n", "
138 | \n", "17044 | \n", "Nigeria 100m Population | \n", "None | \n", "NGA | \n", "
139 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "139 | \n", "Africa Continental Population Datasets (2000 -... | \n", "None | \n", "WCT | \n", "
1 | \n", "140 | \n", "Asia Continental Population Datasets (2000 - 2... | \n", "None | \n", "WCA | \n", "
2 | \n", "141 | \n", "Latin America and the Caribbean Continental Po... | \n", "None | \n", "WCB | \n", "
\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "1325 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "AUS | \n", "
1 | \n", "1326 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "RUS | \n", "
2 | \n", "1327 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "BRA | \n", "
3 | \n", "1328 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "CAN | \n", "
4 | \n", "1329 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "CZE | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
5216 | \n", "6541 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "ATF | \n", "
5217 | \n", "6542 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "HMD | \n", "
5218 | \n", "6543 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "UMI | \n", "
5219 | \n", "6544 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "SPR | \n", "
5220 | \n", "6545 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "USA | \n", "
5221 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "24757 | \n", "The spatial distribution of population in 2000 | \n", "2000 | \n", "None | \n", "
1 | \n", "24758 | \n", "The spatial distribution of population in 2001 | \n", "2001 | \n", "None | \n", "
2 | \n", "24759 | \n", "The spatial distribution of population in 2002 | \n", "2002 | \n", "None | \n", "
3 | \n", "24760 | \n", "The spatial distribution of population in 2003 | \n", "2003 | \n", "None | \n", "
4 | \n", "24761 | \n", "The spatial distribution of population in 2004 | \n", "2004 | \n", "None | \n", "
5 | \n", "24762 | \n", "The spatial distribution of population in 2005 | \n", "2005 | \n", "None | \n", "
6 | \n", "24763 | \n", "The spatial distribution of population in 2006 | \n", "2006 | \n", "None | \n", "
7 | \n", "24764 | \n", "The spatial distribution of population in 2007 | \n", "2007 | \n", "None | \n", "
8 | \n", "24765 | \n", "The spatial distribution of population in 2008 | \n", "2008 | \n", "None | \n", "
9 | \n", "24766 | \n", "The spatial distribution of population in 2009 | \n", "2009 | \n", "None | \n", "
10 | \n", "24767 | \n", "The spatial distribution of population in 2010 | \n", "2010 | \n", "None | \n", "
11 | \n", "24768 | \n", "The spatial distribution of population in 2011 | \n", "2011 | \n", "None | \n", "
12 | \n", "24769 | \n", "The spatial distribution of population in 2012 | \n", "2012 | \n", "None | \n", "
13 | \n", "24770 | \n", "The spatial distribution of population in 2013 | \n", "2013 | \n", "None | \n", "
14 | \n", "24771 | \n", "The spatial distribution of population in 2014 | \n", "2014 | \n", "None | \n", "
15 | \n", "24772 | \n", "The spatial distribution of population in 2015 | \n", "2015 | \n", "None | \n", "
16 | \n", "24773 | \n", "The spatial distribution of population in 2016 | \n", "2016 | \n", "None | \n", "
17 | \n", "24774 | \n", "The spatial distribution of population in 2017 | \n", "2017 | \n", "None | \n", "
18 | \n", "24775 | \n", "The spatial distribution of population in 2018 | \n", "2018 | \n", "None | \n", "
19 | \n", "24776 | \n", "The spatial distribution of population in 2019 | \n", "2019 | \n", "None | \n", "
20 | \n", "24777 | \n", "The spatial distribution of population in 2020 | \n", "2020 | \n", "None | \n", "
\n", " | alias | \n", "name | \n", "
---|---|---|
0 | \n", "pic | \n", "Individual countries | \n", "
1 | \n", "pop_continent | \n", "Whole Continent | \n", "
2 | \n", "wpgp | \n", "Unconstrained individual countries 2000-2020 (... | \n", "
3 | \n", "wpgp1km | \n", "Unconstrained global mosaics 2000-2020 ( 1km r... | \n", "
4 | \n", "\n", " | WP00643 | \n", "
5 | \n", "wpgpunadj | \n", "Unconstrained individual countries 2000-2020 U... | \n", "
6 | \n", "wpic1km | \n", "Unconstrained individual countries 2000-2020 ... | \n", "
7 | \n", "wpicuadj1km | \n", "Unconstrained individual countries 2000-2020 U... | \n", "
8 | \n", "cic2020_100m | \n", "Constrained Individual countries 2020 ( 100m r... | \n", "
9 | \n", "cic2020_UNadj_100m | \n", "Constrained Individual countries 2020 UN adjus... | \n", "
\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "24801 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "RUS | \n", "
1 | \n", "24802 | \n", "The spatial distribution of population in 2001... | \n", "2001 | \n", "RUS | \n", "
2 | \n", "24803 | \n", "The spatial distribution of population in 2002... | \n", "2002 | \n", "RUS | \n", "
3 | \n", "24804 | \n", "The spatial distribution of population in 2003... | \n", "2003 | \n", "RUS | \n", "
4 | \n", "24805 | \n", "The spatial distribution of population in 2004... | \n", "2004 | \n", "RUS | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
4885 | \n", "29686 | \n", "The spatial distribution of population in 2016... | \n", "2016 | \n", "ZMB | \n", "
4886 | \n", "29687 | \n", "The spatial distribution of population in 2017... | \n", "2017 | \n", "ZMB | \n", "
4887 | \n", "29688 | \n", "The spatial distribution of population in 2018... | \n", "2018 | \n", "ZMB | \n", "
4888 | \n", "29689 | \n", "The spatial distribution of population in 2019... | \n", "2019 | \n", "ZMB | \n", "
4889 | \n", "29690 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "ZMB | \n", "
4890 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "29693 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "RUS | \n", "
1 | \n", "29694 | \n", "The spatial distribution of population in 2001... | \n", "2001 | \n", "RUS | \n", "
2 | \n", "29695 | \n", "The spatial distribution of population in 2002... | \n", "2002 | \n", "RUS | \n", "
3 | \n", "29696 | \n", "The spatial distribution of population in 2003... | \n", "2003 | \n", "RUS | \n", "
4 | \n", "29697 | \n", "The spatial distribution of population in 2004... | \n", "2004 | \n", "RUS | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
5056 | \n", "34749 | \n", "The spatial distribution of population in 2016... | \n", "2016 | \n", "KOS | \n", "
5057 | \n", "34750 | \n", "The spatial distribution of population in 2017... | \n", "2017 | \n", "KOS | \n", "
5058 | \n", "34751 | \n", "The spatial distribution of population in 2018... | \n", "2018 | \n", "KOS | \n", "
5059 | \n", "34752 | \n", "The spatial distribution of population in 2019... | \n", "2019 | \n", "KOS | \n", "
5060 | \n", "34753 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "KOS | \n", "
5061 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "34754 | \n", "The spatial distribution of population in 2000... | \n", "2000 | \n", "RUS | \n", "
1 | \n", "34755 | \n", "The spatial distribution of population in 2001... | \n", "2001 | \n", "RUS | \n", "
2 | \n", "34756 | \n", "The spatial distribution of population in 2002... | \n", "2002 | \n", "RUS | \n", "
3 | \n", "34757 | \n", "The spatial distribution of population in 2003... | \n", "2003 | \n", "RUS | \n", "
4 | \n", "34758 | \n", "The spatial distribution of population in 2004... | \n", "2004 | \n", "RUS | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
4909 | \n", "39663 | \n", "The spatial distribution of population in 2016... | \n", "2016 | \n", "ZMB | \n", "
4910 | \n", "39664 | \n", "The spatial distribution of population in 2017... | \n", "2017 | \n", "ZMB | \n", "
4911 | \n", "39665 | \n", "The spatial distribution of population in 2018... | \n", "2018 | \n", "ZMB | \n", "
4912 | \n", "39666 | \n", "The spatial distribution of population in 2019... | \n", "2019 | \n", "ZMB | \n", "
4913 | \n", "39667 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "ZMB | \n", "
4914 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "49623 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "AGO | \n", "
1 | \n", "49624 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "BWA | \n", "
2 | \n", "49625 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "BDI | \n", "
3 | \n", "49626 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "CMR | \n", "
4 | \n", "49627 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "CPV | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
235 | \n", "49909 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "VEN | \n", "
236 | \n", "49910 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "WLF | \n", "
237 | \n", "49911 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "WSM | \n", "
238 | \n", "49912 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "YEM | \n", "
239 | \n", "49913 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "KOS | \n", "
240 rows × 4 columns
\n", "\n", " | id | \n", "title | \n", "popyear | \n", "iso3 | \n", "
---|---|---|---|---|
0 | \n", "49674 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "AGO | \n", "
1 | \n", "49675 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "BWA | \n", "
2 | \n", "49676 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "BDI | \n", "
3 | \n", "49677 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "CMR | \n", "
4 | \n", "49678 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "CPV | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
229 | \n", "50092 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "UZB | \n", "
230 | \n", "50093 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "VEN | \n", "
231 | \n", "50094 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "WLF | \n", "
232 | \n", "50095 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "WSM | \n", "
233 | \n", "50096 | \n", "The spatial distribution of population in 2020... | \n", "2020 | \n", "YEM | \n", "
234 rows × 4 columns
\n", "<xarray.DataArray (band: 1, y: 883, x: 588)>\n", "[519204 values with dtype=float32]\n", "Coordinates:\n", " * band (band) int64 1\n", " * x (x) float64 -61.38 -61.37 -61.36 -61.36 ... -56.51 -56.5 -56.49\n", " * y (y) float64 8.537 8.529 8.52 8.512 ... 1.212 1.204 1.195 1.187\n", " spatial_ref int64 0\n", "Attributes:\n", " STATISTICS_MAXIMUM: 4141.1645507812\n", " STATISTICS_MEAN: 3.0038072312959\n", " STATISTICS_MINIMUM: 0\n", " STATISTICS_STDDEV: 51.022568488192\n", " _FillValue: -99999.0\n", " scale_factor: 1.0\n", " add_offset: 0.0