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» Smallholder field polygons and crop-types from western Kenya for Short Rain Season 2023 created by: Leander Leist (last update: 2024-11-05)

» Smallholder field polygons and crop-types from western Kenya for Long Rain Season 2023 created by: Leander Leist (last update: 2024-11-05)

» Synthetic Meteosat First Generation Rectified MVIRI Visible Band Images (Level 1.5) created by: Ivo Jung (last update: 2024-10-29)

» Downscaled air temperatures at Valley and Ridge Position in a TLCF in wet season created by: Marius Pohl (last update: 2024-08-15)

» Downscaled air temperatures at Valley and Ridge Position in a TLCF in dry season created by: Marius Pohl (last update: 2024-08-15)

» Dendrometer measurements of changes in tree width and sapflow on beech treeid 5 in Caldern created by: Boris Thies (last update: 2024-09-06)

» ERA5-LAND Cloud Cover & Cold Air Drainage Conditions: Hourly Data with Valley and Ridge Measurements in wet season created by: Marius Pohl (last update: 2024-08-15)

» ERA5-LAND Cloud Cover & Cold Air Drainage Conditions: Hourly Data with Valley and Ridge Measurements in dry season created by: Marius Pohl (last update: 2024-08-15)

» Wet seasonal climate measurements of temperature, relative humidity and wind speed at the mobile AWS 1 and 2 created by: Marius Pohl (last update: 2024-08-14)

» Dry seasonal climate measurements of temperature, relative humidity and wind speed at the mobile AWS 1 and 2 created by: Marius Pohl (last update: 2024-08-14)

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Smallholder field polygons and crop-types from western Kenya for Short Rain Season 2023

Dataset ID:	563
Last updated:	2024-11-05
Dataset creators:	Leander Leist
Contact:	Leander Leist
Temporal coverage:	2023-10-01 00:00:00 - 2023-11-30 00:00:00 - time zone: Africa/Nairobi
Geographic coverage:	Kenya - SRS23
Abstract:	--- Abstract:
Additional info:	--- Additional info:
Keywords:	\| Kenya \| crop type \|
DOI:	10.5678/j74k-n634
Intellectual rights:	LCRS

Entity name:	crophype_srs23_field_polygons_westkenya_wgs84
Entity type:	dataTable
Attributes:	Field identification number (fid) [Unitless] Main crop (main_crop) (Unitless) Secondary crop (sec_crop) (Unitless) Growth stage of main crop at mapping date (growth_mai) (Unitless) Growth stage of secondary crop at mapping date (growth_sec) (Unitless) Mapping date (timestamp) (Unitless) Field area in acres (area_acres) [Acre] Path and filename of photo (photo) (Unitless) Geometry of field polygon converted to WKT (geometry) (Unitless)

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Smallholder field polygons and crop-types from western Kenya for Long Rain Season 2023

Dataset ID:	562
Last updated:	2024-11-05
Dataset creators:	Leander Leist
Contact:	Leander Leist
Temporal coverage:	2023-05-01 00:00:00 - 2023-08-31 00:00:00 - time zone: Africa/Nairobi
Geographic coverage:	Kenya - LRS23
Abstract:	--- Abstract:
Additional info:	--- Additional info:
Keywords:	\| Kenya \| crop type \|
DOI:	10.5678/zpzg-x648
Intellectual rights:	LCRS

Entity name:	crophype_lrs23_field_polygons_westkenya_wgs84
Entity type:	dataTable
Attributes:	Field identification number (fid) [Unitless] Main crop (main_crop) (Unitless) Secondary crop (sec_crop) (Unitless) Growth stage of main crop at mapping date (growth_mai) (Unitless) Growth stage of secondary crop at mapping date (growth_sec) (Unitless) Field area in acres (area_acres) [Acre] Path and filename of photo (photo) (Unitless) Geometry of field polygon converted to WKT (geometry) (Unitless)

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Synthetic Meteosat First Generation Rectified MVIRI Visible Band Images (Level 1.5)

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Dataset ID:	559
Last updated:	2024-10-29
Dataset creators:	Ivo Jung
Contact:	Maik Dobbermann Ivo Jung
Temporal coverage:	2006-07-15 00:00:00 - 2020-12-31 00:00:00 - time zone: Europe/Berlin
Geographic coverage:	WMO-Region VI (EPSG:9001)
Abstract:	This data was synthesized for the LCRS-Domain usin... Abstract: This data was synthesized for the LCRS-Domain using a trained Random Forest Regressor. Details and the corresponding script are available on: https://gitlab.uni-marburg.de/fb19/ag-bendix/harmonizing_synthesizing_mfg_vis. Associated Entities to this dataset: Array data is stored in NetCDF (.nc) format Dimensions: lon, lat, time Data Variables: toa_bidirectional_reflectance_vis Due to size (100GB) the data per year is available through the links in the attached file "datasetsdownload.txt".
Additional info:	This data was generated from High Rate SEVIRI Leve... Additional info: This data was generated from High Rate SEVIRI Level 1.5 Image Data - MSG - 0 degree data using a trained Random Forest Regressor. The data was spatially resampled to the area extent of the MSG SEVIRI LCRS-Domain. No data was generated for pixels above latitudes of 62 deg. N. and with Solar Zenith Angles above 80 deg. Preprocessing of the model input data was carried out by the LCRS Marburg. The processing script for the MSG data is stored here: https://gitlab.com/lcrsmarburg/meteosat_scripts/-/blob/master/preprocessing/preprocess_MSG.py. The processing script for the MFG data is stored here: https://gitlab.com/lcrsmarburg/meteosat_scripts/-/blob/master/preprocessing/preprocess_MFG.py. Reference: Original MVIRI Level 1.5 Climate Data Record Release 1 - MFG - 0 degree provided and released by EUMETSAT: https://www.eumetsat.int. For additional information please refer to the Product Navigation and the Product User Guide for the original MVIRI Level 1.5 Climate Data Record Release 1. Product Navigation reference: https://navigator.eumetsat.int/product/EO:EUM:DAT:0080. Product User Guide Document reference: EUM/USC/DOC/17/906121.
Keywords:	\| MSG \| Meteosat First Generation (MFG) \| Reflectance \|
DOI:	10.5678/501d-x724
Intellectual rights:	LCRS

Entity name:	datasetsdownload
Entity type:	otherEntity

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Downscaled air temperatures at Valley and Ridge Position in a TLCF in wet season

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Dataset ID:	556
Last updated:	2024-08-15
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2008-03-18 00:00:00 - 2008-04-17 00:00:00 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	contains temperature measurements at valley and ri... Abstract: contains temperature measurements at valley and ridge position merged with associated downscaled temperatures obtained with microclima R package functions.
Additional info:	ridge Station: 4.04534, -52.67833 valley Station:... Additional info: ridge Station: 4.04534, -52.67833 valley Station: 4.03938, -52.67379
Keywords:	\| era5 \| cloud cover \| cold air drainage \|
Intellectual rights:	LCRS

Entity name:	wet_season_downscaling_results_default
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Downscaled temperature at ridge position (T_downscaled_ridge) [Degrees Celsius] Downscaled temperature at valley position (T_downscaled_valley) [Degrees Celsius] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] temperature 2m height (T2M) [Degrees Celsius] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless] low cloud cover (LCC) [Percent] total cloud cover (TCC) [Percent]

Entity name:	wet_season_downscaling_results_modified
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Downscaled temperature at ridge position (T_downscaled_ridge) [Degrees Celsius] Downscaled temperature at valley position (T_downscaled_valley) [Degrees Celsius] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] temperature 2m height (T2M) [Degrees Celsius] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless] low cloud cover (LCC) [Percent] total cloud cover (TCC) [Percent]

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Downscaled air temperatures at Valley and Ridge Position in a TLCF in dry season

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Dataset ID:	555
Last updated:	2024-08-15
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2007-09-22 00:00:00 - 2007-10-24 00:00:00 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	contains temperature measurements at valley and ri... Abstract: contains temperature measurements at valley and ridge position merged with associated downscaled temperatures obtained with microclima R package functions.
Additional info:	ridge Station: 4.04534, -52.67833 valley Station:... Additional info: ridge Station: 4.04534, -52.67833 valley Station: 4.03938, -52.67379
Keywords:	\| era5 \| cloud cover \| cold air drainage \|
Intellectual rights:	LCRS

Entity name:	dry_season_downscaling_results_default
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Downscaled temperature at ridge position (T_downscaled_ridge) [Degrees Celsius] Downscaled temperature at valley position (T_downscaled_valley) [Degrees Celsius] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] temperature 2m height (T2M) [Degrees Celsius] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless] low cloud cover (LCC) [Percent] total cloud cover (TCC) [Percent]

Entity name:	dry_season_downscaling_results_modified
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Downscaled temperature at ridge position (T_downscaled_ridge) [Degrees Celsius] Downscaled temperature at valley position (T_downscaled_valley) [Degrees Celsius] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] temperature 2m height (T2M) [Degrees Celsius] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless] low cloud cover (LCC) [Percent] total cloud cover (TCC) [Percent]

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Dendrometer measurements of changes in tree width and sapflow on beech treeid 5 in Caldern

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Dataset ID:	554
Last updated:	2024-09-06
Dataset creators:	Boris Thies
Contact:	Maik Dobbermann Boris Thies
Temporal coverage:	2023-05-18 13:30:00 - 2024-04-06 14:30:00 - time zone: Europe/Berlin
Geographic coverage:	Caldern Klima-Messturm Wald
Abstract:	--- Abstract:
Additional info:	Baum 248 (Rotbuche 2) - tree 5 (bis 06.04.24) Th... Additional info: Baum 248 (Rotbuche 2) - tree 5 (bis 06.04.24) This tree measurement is discontinued. A replacement tree will be monitored instead (treeid 7)
Keywords:	\| caldern \| sap flow \| dendrometer \|
Intellectual rights:	LCRS

Entity name:	combined_dendro_out.csv_treeid5_readytoupload
Entity type:	dataTable
Attributes:	Date and Time (datetime) (Unitless) Record number (record) [Count] ID of the tree (TreeID) (Unitless) Mechanical resistance in ohm (resistance_ohm) [Ohm] Better granier based Sap Flow Data (raw) (left needle) (sap_flow_raw_SF-L_left) [Millivolt] Better granier based Sap Flow Data (raw) (sap_flow_raw_SF-L_center) [Millivolt] Better granier based Sap Flow Data (raw) (right needle) (sap_flow_raw_SF-L_right) [Millivolt]

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ERA5-LAND Cloud Cover & Cold Air Drainage Conditions: Hourly Data with Valley and Ridge Measurements in wet season

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Dataset ID:	553
Last updated:	2024-08-15
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2008-03-18 00:00:00 - 2008-04-17 00:00:00 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	contains hourly data on ERA5 LAND and ERA reanylsi... Abstract: contains hourly data on ERA5 LAND and ERA reanylsis cloud cover merged with corresponding measurements at valley and ridge position plus cold air drainage conditions derived by means of microclima R package under default and modified settings
Additional info:	ridge Station: 4.04534, -52.67833 valley Station:... Additional info: ridge Station: 4.04534, -52.67833 valley Station: 4.03938, -52.67379
Keywords:	\| era5 \|
DOI:	10.5678/py81-3y67
Intellectual rights:	LCRS

Entity name:	wet_season_cadconditions_default
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Hour of the day (hour) (Unitless) temperature 2m height (T2M) [Degrees Celsius] specific humidity (SH) [Kilogram per kilogram] Relative humidity average (RH) [Percent] dewpoint temperature (DP) [Degrees Celsius] wind speed at 10m height (WS10) [Meter per second] wind speed at 1m height (WS1) [Meter per second] surface pressure hPa at ground (SP) [Hectopascal] low cloud cover (LCC) [Percent] medium cloud cover (MCC) [Percent] high cloud cover (HCC) [Percent] total cloud cover (TCC) [Percent] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] relative humidity at ridge (RH_ridge) [Percent] relative humidity in valley (RH_valley) [Percent] Wind speed at ridge (WS_ridge) [Meter per second] Wind speed in valley (WS_valley) [Meter per second] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless]

Entity name:	wet_season_cadconditions_modified
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Hour of the day (hour) (Unitless) temperature 2m height (T2M) [Degrees Celsius] specific humidity (SH) [Kilogram per kilogram] Relative humidity average (RH) [Percent] dewpoint temperature (DP) [Degrees Celsius] wind speed at 10m height (WS10) [Meter per second] wind speed at 1m height (WS1) [Meter per second] surface pressure hPa at ground (SP) [Hectopascal] low cloud cover (LCC) [Percent] medium cloud cover (MCC) [Percent] high cloud cover (HCC) [Percent] total cloud cover (TCC) [Percent] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] relative humidity at ridge (RH_ridge) [Percent] relative humidity in valley (RH_valley) [Percent] Wind speed at ridge (WS_ridge) [Meter per second] Wind speed in valley (WS_valley) [Meter per second] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless]

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ERA5-LAND Cloud Cover & Cold Air Drainage Conditions: Hourly Data with Valley and Ridge Measurements in dry season

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Dataset ID:	552
Last updated:	2024-08-15
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2007-09-22 00:00:00 - 2007-10-24 00:00:00 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	contains hourly data on ERA5 LAND and ERA reanylsi... Abstract: contains hourly data on ERA5 LAND and ERA reanylsis cloud cover merged with corresponding measurements at valley and ridge position plus cold air drainage conditions derived by means of microclima R package under default and modified settings
Additional info:	ridge Station: 4.04534, -52.67833 valley Station:... Additional info: ridge Station: 4.04534, -52.67833 valley Station: 4.03938, -52.67379
Keywords:	\| era5 \| cloud cover \| cold air drainage \|
DOI:	10.5678/6s2j-2h28
Intellectual rights:	LCRS

Entity name:	dry_season_cadconditions_default
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Hour of the day (hour) (Unitless) temperature 2m height (T2M) [Degrees Celsius] specific humidity (SH) [Kilogram per kilogram] Relative humidity average (RH) [Percent] dewpoint temperature (DP) [Degrees Celsius] wind speed at 10m height (WS10) [Meter per second] wind speed at 1m height (WS1) [Meter per second] surface pressure hPa at ground (SP) [Hectopascal] low cloud cover (LCC) [Percent] medium cloud cover (MCC) [Percent] high cloud cover (HCC) [Percent] total cloud cover (TCC) [Percent] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] relative humidity at ridge (RH_ridge) [Percent] relative humidity in valley (RH_valley) [Percent] Wind speed at ridge (WS_ridge) [Meter per second] Wind speed in valley (WS_valley) [Meter per second] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless]

Entity name:	dry_season_cadconditions_modified
Entity type:	dataTable
Attributes:	Datetime of specific event (eventdatetime) (Unitless) Hour of the day (hour) (Unitless) temperature 2m height (T2M) [Degrees Celsius] specific humidity (SH) [Kilogram per kilogram] Relative humidity average (RH) [Percent] dewpoint temperature (DP) [Degrees Celsius] wind speed at 10m height (WS10) [Meter per second] wind speed at 1m height (WS1) [Meter per second] surface pressure hPa at ground (SP) [Hectopascal] low cloud cover (LCC) [Percent] medium cloud cover (MCC) [Percent] high cloud cover (HCC) [Percent] total cloud cover (TCC) [Percent] temperature at ridge (T_ridge) [Degrees Celsius] temperature in valley (T_valley) [Degrees Celsius] relative humidity at ridge (RH_ridge) [Percent] relative humidity in valley (RH_valley) [Percent] Wind speed at ridge (WS_ridge) [Meter per second] Wind speed in valley (WS_valley) [Meter per second] Cold Air Drainage Conditions (cadcons) (Unitless) emissivity threshold (thr) [Unitless]

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Wet seasonal climate measurements of temperature, relative humidity and wind speed at the mobile AWS 1 and 2

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Dataset ID:	551
Last updated:	2024-08-14
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2008-03-18 00:00:01 - 2008-04-17 23:00:01 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	--- Abstract:
Additional info:	SITE,LAT,LON MOBIL1,4.04534,-52.67833 MOBIL2,4.0... Additional info: SITE,LAT,LON MOBIL1,4.04534,-52.67833 MOBIL2,4.03938,-52.67379 TURM,4.04232,-52.67672
Keywords:	\| Tropical Lowland Cloud Forest \| climate station \| AWS \|
Intellectual rights:	LCRS

Entity name:	wet_season_measurements_colsremoved
Entity type:	dataTable
Attributes:	Temperature on mobile measurement station 1 (T_MOB1) [Degrees Celsius] Temperature on mobile measurement station 2 (T_MOB2) [Degrees Celsius] Relative humidity on mobile measurement station 1 (RH_MOB1) [Percent] Relative humidity on mobile measurement station 2 (RH_MOB2) [Percent] Windspeed on mobile measurement station 1 (WS_MOB1) [Meter per second] Windspeed on mobile measurement station 2 (WS_MOB2) [Meter per second] Date and Time (datetime) (Unitless)

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Dry seasonal climate measurements of temperature, relative humidity and wind speed at the mobile AWS 1 and 2

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Dataset ID:	550
Last updated:	2024-08-14
Dataset creators:	Marius Pohl
Contact:	Marius Pohl Maik Dobbermann
Temporal coverage:	2007-09-22 00:00:01 - 2007-10-24 23:00:01 - time zone: America/Guyana
Geographic coverage:	Tropical Lowland Cloud Forest - Study area (WGS 84, EPSG 4326)
Abstract:	--- Abstract:
Additional info:	SITE,LAT,LON MOBIL1,4.04534,-52.67833 MOBIL2,4.0... Additional info: SITE,LAT,LON MOBIL1,4.04534,-52.67833 MOBIL2,4.03938,-52.67379 TURM,4.04232,-52.67672
Keywords:	\| Tropical Lowland Cloud Forest \| climate station \| AWS \|
Intellectual rights:	LCRS

Entity name:	dry_season_measurements_colsremoved
Entity type:	dataTable
Attributes:	Temperature on mobile measurement station 1 (T_MOB1) [Degrees Celsius] Temperature on mobile measurement station 2 (T_MOB2) [Degrees Celsius] Relative humidity on mobile measurement station 1 (RH_MOB1) [Percent] Relative humidity on mobile measurement station 2 (RH_MOB2) [Percent] Windspeed on mobile measurement station 1 (WS_MOB1) [Meter per second] Windspeed on mobile measurement station 2 (WS_MOB2) [Meter per second] Date and Time (datetime) (Unitless)

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