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"# Gridding agricultural census data - MÉRA\n",
"\n",
"Gridding based on\n",
"
<xarray.Dataset>\n",
"Dimensions: (x: 158, y: 166, time: 9497)\n",
"Coordinates:\n",
" * x (x) float64 4.15e+05 4.175e+05 ... 8.05e+05 8.075e+05\n",
" * y (y) float64 4.075e+05 4.1e+05 ... 8.175e+05 8.2e+05\n",
" height float64 ...\n",
" Lambert_Conformal int64 ...\n",
" * time (time) datetime64[ns] 1980-01-01 ... 2005-12-31\n",
" spatial_ref int64 ...\n",
"Data variables:\n",
" PAR (time, y, x) float32 dask.array<chunksize=(4932, 85, 80), meta=np.ndarray>\n",
" PET (time, y, x) float32 dask.array<chunksize=(4932, 85, 80), meta=np.ndarray>\n",
" T (time, y, x) float32 dask.array<chunksize=(4932, 85, 80), meta=np.ndarray>\n",
" PP (time, y, x) float32 dask.array<chunksize=(4932, 85, 80), meta=np.ndarray>\n",
"Attributes:\n",
" CDI: Climate Data Interface version 2.0.5 (https://mpimet.mpg.de...\n",
" Conventions: CF-1.6\n",
" CDO: Climate Data Operators version 2.0.5 (https://mpimet.mpg.de...\n",
" dataset: IE_MERA_FC3hr_3_day| \n", " | geometry | \n", "
|---|---|
| 0 | \n", "POLYGON ((411250.000 406250.000, 411250.000 40... | \n", "
| 1 | \n", "POLYGON ((411250.000 408750.000, 411250.000 41... | \n", "
| 2 | \n", "POLYGON ((411250.000 411250.000, 411250.000 41... | \n", "
| 3 | \n", "POLYGON ((411250.000 413750.000, 411250.000 41... | \n", "
| 4 | \n", "POLYGON ((411250.000 416250.000, 411250.000 41... | \n", "
<cartopy.crs.LambertConformal object at 0x7f63a9f78250>" ], "text/plain": [ "
<xarray.Dataset>\n",
"Dimensions: (x: 158, y: 166)\n",
"Coordinates:\n",
" * x (x) float64 4.15e+05 4.175e+05 ... 8.05e+05 8.075e+05\n",
" * y (y) float64 4.075e+05 4.1e+05 ... 8.175e+05 8.2e+05\n",
" height float64 ...\n",
" Lambert_Conformal int64 ...\n",
" time datetime64[ns] 1980-01-01\n",
" spatial_ref int64 ...\n",
"Data variables:\n",
" T (y, x) float32 dask.array<chunksize=(85, 80), meta=np.ndarray>\n",
"Attributes:\n",
" CDI: Climate Data Interface version 2.0.5 (https://mpimet.mpg.de...\n",
" Conventions: CF-1.6\n",
" CDO: Climate Data Operators version 2.0.5 (https://mpimet.mpg.de...\n",
" dataset: IE_MERA_FC3hr_3_day| \n", " | wkt | \n", "x | \n", "y | \n", "geometry | \n", "
|---|---|---|---|---|
| 0 | \n", "POINT (415000.0 497500.0) | \n", "415000.0 | \n", "497500.0 | \n", "POINT (415000.000 497500.000) | \n", "
| 1 | \n", "POINT (417500.0 460000.0) | \n", "417500.0 | \n", "460000.0 | \n", "POINT (417500.000 460000.000) | \n", "
| 2 | \n", "POINT (417500.0 462500.0) | \n", "417500.0 | \n", "462500.0 | \n", "POINT (417500.000 462500.000) | \n", "
| 3 | \n", "POINT (417500.0 492500.0) | \n", "417500.0 | \n", "492500.0 | \n", "POINT (417500.000 492500.000) | \n", "
| 4 | \n", "POINT (417500.0 495000.0) | \n", "417500.0 | \n", "495000.0 | \n", "POINT (417500.000 495000.000) | \n", "
<cartopy.crs.LambertConformal object at 0x7fb986ad4310>" ], "text/plain": [ "
| \n", " | geometry | \n", "x | \n", "y | \n", "
|---|---|---|---|
| 203 | \n", "POLYGON ((413750.000 496250.000, 413750.000 49... | \n", "415000.0 | \n", "497500.0 | \n", "
| 355 | \n", "POLYGON ((416250.000 458750.000, 416250.000 46... | \n", "417500.0 | \n", "460000.0 | \n", "
| 356 | \n", "POLYGON ((416250.000 461250.000, 416250.000 46... | \n", "417500.0 | \n", "462500.0 | \n", "
| 368 | \n", "POLYGON ((416250.000 491250.000, 416250.000 49... | \n", "417500.0 | \n", "492500.0 | \n", "
| 369 | \n", "POLYGON ((416250.000 493750.000, 416250.000 49... | \n", "417500.0 | \n", "495000.0 | \n", "
| \n", " | ENGLISH | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "electoral_division | \n", "WD22CD | \n", "WD22NM | \n", "ward_2014_name | \n", "stocking_rate | \n", "geometry | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "TURNAPIN | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Turnapin, Co.Dublin, 04042 | \n", "0 | \n", "0 | \n", "0 | \n", "0.000000 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "
| 1 | \n", "DRUMLUMMAN | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "0 | \n", "0 | \n", "0 | \n", "1.730446 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "
| 2 | \n", "CASTLEFORE | \n", "LEITRIM | \n", "Connacht | \n", "2ae19629-171c-13a3-e055-000000000001 | \n", "630.0 | \n", "0.0 | \n", "805.9 | \n", "Castlefore, Co.Leitrim, 28063 | \n", "0 | \n", "0 | \n", "0 | \n", "0.625388 | \n", "POLYGON ((608196.069 807618.950, 608244.536 80... | \n", "
| 3 | \n", "RAHONA | \n", "CLARE | \n", "Munster | \n", "2ae19629-1fec-13a3-e055-000000000001 | \n", "2369.0 | \n", "0.0 | \n", "1349.9 | \n", "Rahona, Co.Clare, 16101 | \n", "0 | \n", "0 | \n", "0 | \n", "1.403956 | \n", "POLYGON ((484212.068 651795.629, 484231.866 65... | \n", "
| 4 | \n", "CROSSAKEEL | \n", "MEATH | \n", "Leinster | \n", "2ae19629-1861-13a3-e055-000000000001 | \n", "4826.0 | \n", "671.0 | \n", "2014.1 | \n", "Crossakeel, Co.Meath, 11061 | \n", "0 | \n", "0 | \n", "0 | \n", "1.950201 | \n", "POLYGON ((663308.409 776111.796, 663305.294 77... | \n", "
| \n", " | geometry | \n", "x | \n", "y | \n", "
|---|---|---|---|
| 203 | \n", "POLYGON ((415227.037 594343.036, 414771.907 59... | \n", "415000.0 | \n", "497500.0 | \n", "
| 355 | \n", "POLYGON ((424513.435 557931.478, 424058.108 56... | \n", "417500.0 | \n", "460000.0 | \n", "
| 356 | \n", "POLYGON ((424058.108 560389.011, 423602.795 56... | \n", "417500.0 | \n", "462500.0 | \n", "
| 368 | \n", "POLYGON ((418595.321 589882.162, 418140.190 59... | \n", "417500.0 | \n", "492500.0 | \n", "
| 369 | \n", "POLYGON ((418140.190 592340.144, 417685.076 59... | \n", "417500.0 | \n", "495000.0 | \n", "
| \n", " | ENGLISH | \n", "COUNTY | \n", "PROVINCE | \n", "GUID | \n", "total_cattle | \n", "total_sheep | \n", "total_grass_hectares | \n", "electoral_division | \n", "WD22CD | \n", "WD22NM | \n", "ward_2014_name | \n", "stocking_rate | \n", "geometry | \n", "index_right | \n", "x | \n", "y | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "TURNAPIN | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Turnapin, Co.Dublin, 04042 | \n", "0 | \n", "0 | \n", "0 | \n", "0.000000 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "21781 | \n", "737500.0 | \n", "585000.0 | \n", "
| 0 | \n", "TURNAPIN | \n", "DUBLIN | \n", "Leinster | \n", "2ae19629-1cea-13a3-e055-000000000001 | \n", "0.0 | \n", "0.0 | \n", "0.0 | \n", "Turnapin, Co.Dublin, 04042 | \n", "0 | \n", "0 | \n", "0 | \n", "0.000000 | \n", "POLYGON ((717716.712 741601.510, 717759.461 74... | \n", "21782 | \n", "737500.0 | \n", "587500.0 | \n", "
| 1 | \n", "DRUMLUMMAN | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "0 | \n", "0 | \n", "0 | \n", "1.730446 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "17129 | \n", "667500.0 | \n", "645000.0 | \n", "
| 1 | \n", "DRUMLUMMAN | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "0 | \n", "0 | \n", "0 | \n", "1.730446 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "17296 | \n", "670000.0 | \n", "645000.0 | \n", "
| 1 | \n", "DRUMLUMMAN | \n", "CAVAN | \n", "Ulster | \n", "2ae19629-1caa-13a3-e055-000000000001 | \n", "2673.0 | \n", "231.0 | \n", "1249.1 | \n", "Drumlumman, Co.Cavan, 32089 | \n", "0 | \n", "0 | \n", "0 | \n", "1.730446 | \n", "POLYGON ((637756.185 787640.988, 637753.646 78... | \n", "17130 | \n", "667500.0 | \n", "647500.0 | \n", "
| \n", " | geometry | \n", "stocking_rate | \n", "
|---|---|---|
| index_right | \n", "\n", " | \n", " |
| 203 | \n", "MULTIPOLYGON (((421214.433 590565.624, 421215.... | \n", "0.917024 | \n", "
| 355 | \n", "MULTIPOLYGON (((424582.660 560554.883, 424573.... | \n", "0.763591 | \n", "
| 356 | \n", "MULTIPOLYGON (((424582.660 560554.883, 424573.... | \n", "0.763591 | \n", "
| 368 | \n", "MULTIPOLYGON (((421214.433 590565.624, 421215.... | \n", "0.917024 | \n", "
| 369 | \n", "MULTIPOLYGON (((421214.433 590565.624, 421215.... | \n", "0.917024 | \n", "
| \n", " | geometry | \n", "x | \n", "y | \n", "sr | \n", "
|---|---|---|---|---|
| 203 | \n", "POLYGON ((415227.037 594343.036, 414771.907 59... | \n", "415000.0 | \n", "497500.0 | \n", "0.917024 | \n", "
| 355 | \n", "POLYGON ((424513.435 557931.478, 424058.108 56... | \n", "417500.0 | \n", "460000.0 | \n", "0.763591 | \n", "
| 356 | \n", "POLYGON ((424058.108 560389.011, 423602.795 56... | \n", "417500.0 | \n", "462500.0 | \n", "0.763591 | \n", "
| 368 | \n", "POLYGON ((418595.321 589882.162, 418140.190 59... | \n", "417500.0 | \n", "492500.0 | \n", "0.917024 | \n", "
| 369 | \n", "POLYGON ((418140.190 592340.144, 417685.076 59... | \n", "417500.0 | \n", "495000.0 | \n", "0.917024 | \n", "