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This dataset captures detailed information on borehole drilling and construction activities conducted across selected sites in Malawi between 2018 and 2024. Data were collected using the mWater digital platform, documenting each stage of groundwater development, from site selection and hydrogeological studies to drilling operations, borehole design, and post-construction assessments.

Usage

drillingdata

Format

A tibble with 152 rows and 138 variables

date_of_drilling

The date when drilling was carried out.

water_point_created

Indicates whether the water point has been created

latitude

The geographic latitude of the drilling site.

longtude

The geographic longitude of the drilling site.

use_of_waterpoint

The intended use of the water point

other_useage

Any additional usage of the water point not covered by the standard categories.

funding_source

The source of funding for the drilling project

wrb1a_form_completed

Indicates whether the WRB1A form for the drilling project has been completed.

contract_signed

Whether a contract has been signed for the drilling project.

community_agreement

Whether an agreement with the community has been made regarding the water point.

gov_supervisor_available

Indicates whether a government supervisor is available during the drilling process.

drilling_contractor

The name of the contractor responsible for the drilling.

driller_licensed

Indicates whether the driller is licensed to carry out the drilling.

staff_experienced

Indicates whether the staff involved in the drilling project are experienced.

drilling_rig_model

The model of the drilling rig used for the project.

compressor_specs

Specifications of the compressor used during the drilling.

equipment_condition

The condition of the drilling equipment

safety_features_condition

The condition of the safety features of the equipment.

equipment_capability

The overall capability of the equipment used in drilling.

equipment_capability_specs

Specifications related to the equipments capabilities.

ppe_available

Indicates whether personal protective equipment (PPE) is available for the workers.

drilling_equipment_image

An image of the drilling equipment used in the project.

location_selection_methodology

The methodology used to select the drilling location.

hydrogeological_study_done

Indicates whether a hydrogeological study has been done at the drilling site.

geophysical_survey_done

Indicates whether a geophysical survey has been done at the site.

min_distance_50m_from_contamination

The minimum distance (in meters) the drilling site is from contamination sources (50 meters or more).

distance_from_contamination

The distance of the drilling site from any contamination sources.

location_accessible

Indicates whether the site is accessible for drilling.

location_suitable_for_drilling

Indicates whether the site is suitable for drilling

distance_from_water_bodies

The distance of the drilling site from nearby water bodies

location_photo

A photograph of the drilling site location.

perimeter_fence

Indicates whether there is a perimeter fence around the site for security.

staff_protected

Indicates whether the staff are protected from potential risks

parking_area

Indicates whether a parking area is available for vehicles at the site.

emergency_access

Indicates whether there is easy emergency access to the site.

suitable_distance_from_power_lines

Indicates whether the site is located at a suitable distance from power lines.

distance

The distance from a reference point or key feature to the drilling site.

materials_stored_safely

Indicates whether the materials are stored safely at the site.

chemicals_stored_safely

Indicates whether chemicals are stored safely on-site.

first_aid_kit

Indicates whether a first aid kit is available at the site.

fire_extinguisher

Indicates whether a fire extinguisher is available at the site.

adquate_welfare_facilities

Indicates whether the welfare facilities are adequate for the workers.

welfare_facilities_distance

The distance of the welfare facilitiesfrom the drilling site.

site_setup_preliminaries_completed

Indicates whether the preliminary setup activities for drilling have been completed.

rig_setup_properly

Indicates whether the drilling rig has been set up properly.

reference_point

A reference point used for the drilling sites coordinates or location.

reference_point_height

The height of the reference point above or below sea level.

rig_level_method

The method used to level the drilling rig at the site.

rig_setup_problems

Any issues encountered during the setup of the drilling rig.

setup_problems

Boolean indicating whether any setup problems were encountered.

drill_rod_length

The length of the drill rods used in the drilling operation.

min_diameter_177mm

The minimum diameter of the borehole (177mm).

min_diameter

The minimum diameter of the borehole for drilling.

casing_stored_properly

Indicates whether the casing materials are stored properly.

where_stored

The location where the casing materials are stored.

why_not_properly_stored

Indicates why the casing materials were not stored properly.

index_1

An index value for referencing in the dataset.

rod_number

The number of rods used during the drilling process.

depth_from_1

The starting depth (in meters) for the first drilling operation.

depth_to_1

The ending depth (in meters) for the first drilling operation.

circulation_method

The method used for circulating fluids during drilling.

drill_bit_type

The type of drill bit used during drilling.

drilling_diameter_mm

The diameter of the borehole in millimeters.

time_taken_in_minutes

The total time taken for drilling (in minutes).

drilling_comments

Comments related to the drilling process.

water_strike_in_miters

The depth at which water was first encountered during drilling (in meters).

index_2

An index value for referencing in the dataset.

depth_from_2

The starting depth (in meters) for the second drilling operation.

depth_to_2

The ending depth (in meters) for the second drilling operation.

temp_casing_material

The material used for the temporary casing in the borehole.

temp_casing_diameter

The diameter of the temporary casing (in millimeters).

index_3

An index value for referencing in the dataset.

depth_from_3

The starting depth (in meters) for the third drilling operation.

depth_to_3

The ending depth (in meters) for the third drilling operation.

rock_or_soil_type

The type of rock or soil encountered at the drilling site.

colour

The color of the rock or soil encountered during drilling.

weathering

The level of weathering observed in the rock or soil encountered.

grain_size_description

A description of the grain size of the soil or rock.

sorting

The sorting characteristics of the soil or rock (e.g. well-sorted, poorly sorted).

additional_description

Any additional description related to the geological formation or drilling process.

formation_name

The name of the geological formation encountered during drilling.

index_4

An index value for referencing in the dataset.

hole_depth_1

The depth of the hole for the first section of drilling (in meters).

discharge_rate_1

The discharge rate of water from the borehole (in liters per minute or other units).

discharge_measurement_method

The method used to measure the discharge rate of the borehole.

ec_ms_cm_1

The electrical conductivity of the water at the first measurement point (in mS/cm).

tds_mgl_1

The total dissolved solids (TDS) in the water at the first measurement point (in mg/L).

ph_1

The pH of the water at the first measurement point.

temp_celcius_1

The temperature of the water at the first measurement point (in Celcius).

comments_1

Comments related to the first measurement point (e.g. water quality, observations).

borehole_depth_miters

The total depth of the borehole (in meters).

water_level

The water level in the borehole after drilling (in meters).

measurement_date

The date when measurements were taken for water level, discharge, etc.

borehole_suitable_further_use

Whether the borehole is suitable for further use (e.g. for a pump, additional development).

installation_design_available

Whether a design is available for installing equipment in the borehole.

design_agreed_by_driller

Whether the design was agreed upon by the driller.

date_casing_installation

The date when the casing was installed in the borehole.

materials_meet_standards

Whether the materials used in the drilling process meet established standards.

materials_pre_inspected

Whether the materials used in the drilling process were pre-inspected.

Index (8)

An index value for referencing in the dataset.

inner_diameter

The inner diameter of the casing (in millimeters).

outer_diameter

The outer diameter of the casing (in millimeters).

material_1

The material used for the first section of the casing.

slot_aperture

The size of the slot aperture in the casing (in millimeters).

end_cap_fitted

Whether an end cap was fitted to the casing.

centralisers_fitted

Whether centralizers were fitted in the borehole casing.

casing_connection_type

The type of connection used for the casing segments (e.g., threaded, welded).

index_9

An index value for referencing in the dataset.

depth_from_4

The starting depth (in meters) for the fourth drilling operation.

depth_to_4

The ending depth (in meters) for the fourth drilling operation.

casing_inner_diameter

The inner diameter of the casing (in millimeters).

casing_material

The material of the casing used for the borehole.

casing_material_strength

The strength of the casing material used in the borehole.

slotted

Indicates whether the casing is slotted for water entry.

gravel_pack_clean

Indicates whether the gravel pack is clean and free of contaminants.

gravel_pack_quality

The quality of the gravel pack used in the borehole.

index_10

An index value for referencing in the dataset.

depth_from_5

The starting depth (in meters) for the fifth drilling operation.

depth_to_5

The ending depth (in meters) for the fifth drilling operation.

gravel_min_grain_size

The minimum grain size of the gravel used in the pack (in millimeters).

gravel_max_grain_size

The maximum grain size of the gravel used in the pack (in millimeters).

gravel_pack_final_level

The final level of the gravel pack after installation (in meters).

static_water_level_pre_dev

The static water level before development work begins (in meters).

index_11

An index value for referencing in the dataset.

duration

The total duration of the drilling process (in hours or days).

method

The method used for the drilling process (e.g. rotary, percussion).

index_12

An index value for referencing in the dataset.

time

The amount of time taken for specific drilling operations (in minutes).

lift_depth

The depth at which the lift occurs during the drilling operation (in meters).

discharge_rate

The discharge rate of water from the borehole at a later measurement point (in liters per minute).

ec_ms_cm_3

The electrical conductivity of the water at a later measurement point (in mS/cm).

tds_mg_l_2

The total dissolved solids (TDS) in the water at a later measurement point (in mg/L).

ph_3

The pH of the water at a later measurement point.

temp_c_2

The temperature of the water at a later measurement point (in Celcius).

turbidity_ntu

The turbidity of the water (cloudiness) measured in NTU (Nephelometric Turbidity Units).

sediment

The amount or type of sediment in the water at a later measurement point.

static_water_level_post_dev

The static water level after development work is done (in meters).

final_borehole_design_summary

A summary of the final borehole design, including all technical and engineering details.